cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Additional file 1 of More efficient and inclusive time-to-event trials with covariate adjustment: a simulation study
Creators: name: Momal, Raphaëlle
name: Li, Honghao
name: Trichelair, Paul
name: Blum, Michael G. B.
name: Balazard, Félix
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Biotechnology
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Cancer

description: Additional file 1: Table S1. Description of simulation parameters used for parametric simulations of the time-to-event model. Figure S1. Evolution of $$R_{obs}^2$$ R obs 2  as a function of C-index, cumulative incidence, treatment effect, Weibull shape w and drop-out rate d. A: θ = 0.7, B: θ = 0.4. Figure S2. Power curves resulting from adjustment with clinical variables only (tumor staging and ECOG score) or with the additional deep learning HCCnet covariate. Covariates are sampled from the HCC patients of the TCGA dataset. Figure S3. Relationships between proposed  $$R^2$$ R 2 measures and the reduction of sample size provided by covariate adjustment  $$R_{obs}^2$$ R obs 2 over the grid of parameters described in Table S1. Each point on each panel corresponds to a unique combination of values for the five parameters in Table S1. Each unique combination of parameters has therefore eight corresponding  $$R^2$$ R 2  measures. The notations for different measures of  $$R^2$$ R 2 follow mainly [28].  $$R_{CS}^2$$ R CS 2 is the Cox-Snell  $$R_{CS}^2$$ R CS 2 which is related to the likelihood ratio between the model of interest and a null model.  $$\rho_{\kappa}^2$$ ρ κ 2 is a variation of  $$R_{CS}^2$$ R CS 2 .  $$R_{D}^2$$ R D 2 is a transformation of the $$D$$ D  measure.  $$R_{I}^2$$ R I 2 is a variation of  $$R_{D}^2$$ R D 2 .  $$R_{PM}^2$$ R PM 2 is a measure related to the squared Pearson correlation between the logarithm of transformed survival time and the term $$\beta X$$ β X . $$R_{R}^2$$ R R 2 is the measure proposed by Royston in the same paper of reference [28]. $$R_{WA}^2$$ R WA 2 is an approximated version of a more complex measure related to the Weibull model. $$R_{X0Q}^2$$ R X 0 Q 2 is a measure named after the authors of the paper: Xu, O’Quigley [30].
Supplemental_data_1 - Effects Induced In Vivo by Exposure to Magnetic Signals Derived From a Healing Technique
Creators: name: Beseme, Sarah
name: Fast, Loren
name: Bengston, William
name: Turner, Michael
name: Radin, Dean
name: McMichael, John
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine
subject: 110320 Radiology and Organ Imaging

description: Supplemental_data_1 for Effects Induced In Vivo by Exposure to Magnetic Signals Derived From a Healing Technique by Sarah Beseme, Loren Fast, William Bengston, Michael Turner, Dean Radin and John McMichael in Dose-Response
Additional file 1 of Solvent effects on terpenoid compositions and antioxidant activities of Cinnamomum camphora (L.) J. Presl extracts and the main antioxidant agent evaluation through in vitro and in vivo assay
Creators: name: Wang, Yingying
name: Zhang, Siyi
name: Ma, Yuandan
name: Du, Xianmin
name: Zong, Qi
name: Lin, Die
name: Lai, Meng
name: Huang, Tianyu
name: Luo, Qingyun
name: Yang, Lin
name: Li, Zhanyong
name: Zuo, Zhaojiang
Publisher: name: figshare
Year: 2024
Subjects: subject: Organic Chemistry
subject: FOS: Chemical sciences

description: Additional file 1: Results of ion chromatograms of C. camphora extracts, antioxidant enzyme activities and TBARS content in in vivo assay.
title: Gazania :
title: Richtlinien für die Durchführung der Prüfung auf Unterscheidbarkeit, Homogenität und Beständigkeit.
titleType: Subtitle
Creators: name: International Union For The Protection Of New Varieties Of Plants,
Publisher: name: International Union for the Protection of New Varieties of Plants,
Year: 0
Subjects: Plants
New Varieties of Plants
Gazania
Treasure Flower

description: Zweck dieser Richtlinien („Prüfungsrichtlinien“) ist es, die in der Allgemeinen Einführung (Dokument TG/1/3) und deren verbundenen TGP-Dokumenten enthaltenen Grundsätze in detaillierte praktische Anleitung für die harmonisierte Prüfung der Unterscheidbarkeit, der Homogenität und der Beständigkeit (DUS) umzusetzen und insbesondere geeignete Merkmale für die DUS-Prüfung und die Erstellung harmonisierter Sortenbeschreibungen auszuweisen.
JBD914986_supplemental_material - The Financial Identity Scale (FIS): A multinational validation and measurement invariance study among emerging adults
Creators: name: Sorgente, Angela
name: Vosylis, Rimantas
name: Lanz, Margherita
name: Serido, Joyce
name: Soeyon Shim
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: JBD914986_supplemental_material for The Financial Identity Scale (FIS): A multinational validation and measurement invariance study among emerging adults by Angela Sorgente, Rimantas Vosylis, Margherita Lanz, Joyce Serido and Soeyon Shim in International Journal of Behavioral Development
Human-Artificial Interaction in the Age of Agentic AI: A System-Theoretical Approach
Creators: name: Borghoff, Uwe M.
name: Bottoni, Paolo
name: Pareschi, Remo
Publisher: name: arXiv
Year: 2025
Subjects: subject: Multiagent Systems (cs.MA)
subject: Artificial Intelligence (cs.AI)
subject: Human-Computer Interaction (cs.HC)
subject: FOS: Computer and information sciences

description: This paper presents a novel perspective on human-computer interaction (HCI), framing it as a dynamic interplay between human and computational agents within a networked system. Going beyond traditional interface-based approaches, we emphasize the importance of coordination and communication among heterogeneous agents with different capabilities, roles, and goals. A key distinction is made between multi-agent systems (MAS) and Centaurian systems, which represent two different paradigms of human-AI collaboration. MAS maintain agent autonomy, with structured protocols enabling cooperation, while Centaurian systems deeply integrate human and AI capabilities, creating unified decision-making entities.
 To formalize these interactions, we introduce a framework for communication spaces, structured into surface, observation, and computation layers, ensuring seamless integration between MAS and Centaurian architectures, where colored Petri nets effectively represent structured Centaurian systems and high-level reconfigurable networks address the dynamic nature of MAS.
 Our research has practical applications in autonomous robotics, human-in-the-loop decision making, and AI-driven cognitive architectures, and provides a foundation for next-generation hybrid intelligence systems that balance structured coordination with emergent behavior.
description: 27 pages, 10 figures
Additional file 2 of Solvent effects on terpenoid compositions and antioxidant activities of Cinnamomum camphora (L.) J. Presl extracts and the main antioxidant agent evaluation through in vitro and in vivo assay
Creators: name: Wang, Yingying
name: Zhang, Siyi
name: Ma, Yuandan
name: Du, Xianmin
name: Zong, Qi
name: Lin, Die
name: Lai, Meng
name: Huang, Tianyu
name: Luo, Qingyun
name: Yang, Lin
name: Li, Zhanyong
name: Zuo, Zhaojiang
Publisher: name: figshare
Year: 2024
Subjects: subject: Organic Chemistry
subject: FOS: Chemical sciences

description: Additional file 2: Gradients of terpenoid content in scavenging free radicals.
LockeEtAl-Supplement – Supplemental material for Culture Moderates the Normative and Distinctive Impact of Parents and Similarity on Young Adults’ Partner Preferences
Creators: name: Locke, Kenneth D.
name: Barni, Daniela
name: Morio, Hiroaki
name: MacDonald, Geoff
name: Khairul A. Mastor
name: Vargas-Flores, José De Jesús
name: Joselina Ibáñez-Reyes
name: Reyes, Jose Alberto S.
name: Shanmukh Kamble
name: Ortiz, Fernando A.
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: Anthropology
subject: FOS: Sociology
subject: 200299 Cultural Studies not elsewhere classified
subject: FOS: Other humanities

description: Supplemental material, LockeEtAl-Supplement for Culture Moderates the Normative and Distinctive Impact of Parents and Similarity on Young Adults’ Partner Preferences by Kenneth D. Locke, Daniela Barni, Hiroaki Morio, Geoff MacDonald, Khairul A. Mastor, José de Jesús Vargas-Flores, Joselina Ibáñez-Reyes, Jose Alberto S. Reyes, Shanmukh Kamble and Fernando A. Ortiz in Cross-Cultural Research
Additional file 1 of Association of plasma aflatoxin with persistent detection of oncogenic human papillomaviruses in cervical samples from Kenyan women enrolled in a longitudinal study
Creators: name: Tong, Yan
name: Tonui, Philip
name: Orang’o, Omenge
name: Zhang, Jianjun
name: Maina, Titus
name: Muthoka, Kapten
name: Groopman, John
name: Smith, Joshua
name: Madeen, Erin
name: Ermel, Aaron
name: Loehrer, Patrick
name: Brown, Darron R.
Publisher: name: figshare
Year: 2024
Subjects: subject: Cell Biology
subject: Biotechnology
subject: Mathematical Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology

description: Additional file 1: Supplementary Table 1. Frequency of HPV detections among women at the enrollment, 12-month and 24-month visits.
PRODIGEES World Café: Platform regulation as democratic platform governance. How can regulation democratize digital platforms? What else may be needed?
Creators: name: Fichtner, Laura
Publisher: name: Zenodo
Year: 2025
Subjects: digitalisation
digitalization
platfrom regulation
democratic platfrom governance
Brazil
Marco Civil

description: This presentation by Laura Fichtner from the University of Hamburg (UHAM), Germany provides an overview over the input and main discussion points of the sub-group on "Platform regulation and democratic platform governance" in the world café session on Social media platforms and (global) information governance that was hosted during the final PRODIGEES conference in 2025. The presentation also includes an introduction to a case study on the Marco Civil as one (successful) approach to democratic platform governance and to regulating content moderation on social media. The study was initiated during a PRODIGEES secondment in 2023.
$Δ$-model correction of Foundation Model based on the models own understanding
Creators: name: Christiansen, Mads-Peter Verner
name: Hammer, Bjørk
Publisher: name: arXiv
Year: 2025
Subjects: subject: Materials Science (cond-mat.mtrl-sci)
subject: FOS: Physical sciences

description: Foundation models of interatomic potentials, so called universal potentials, may require fine-tuning or residual corrections when applied to specific subclasses of materials. In the present work, we demonstrate how such augmentation can be accomplished via $Δ$-learning based on the representation already embedded in the universal potentials. The $Δ$-model introduced is a Gaussian Process Regression (GPR) model and various types of aggregation (global, species-separated, and atomic) of the representation vector are discussed. Employing a specific universal potential, CHGNet [Deng et al., Nat. Mach. Intell. 5, 1031 (2023)], in a global structure optimization setting, we find that it correctly describes the energetics of the "8" Cu oxide, which is an ultra-thin oxide film on Cu(111). The universal potential model even predicts a more favorable structure compared to that discussed in recent DFT-based literature. Moving to sulfur adatom overlayers on Cu(111), Ag(111), and Au(111) the CHGNet model, however, requires corrections. We demonstrate that these are efficiently provided via the GPR-based $Δ$-model formulated on the CHGNet's own internal atomic embedding representation. The need for corrections is tracked to the scarcity of metal-sulfur atomic environments in the materials project database that CHGNet is trained on leading to an overreliance on sulfur-sulfur atomic environments. Other universal potentials trained on the same data, MACE-MP0, SevenNet-0, and ORB-v2-only-MPtrj show similar behavior, but with varying degrees of error, demonstrating the general need for augmentation schemes for universal potential models.
description: 10 pages, 9 figures
Supp_Table_1 – Supplemental material for Prognostic relevance of DNA damage and repair biomarkers in elderly patients with hormone-receptor-positive breast cancer treated with neoadjuvant hormone therapy: evidence from the real-world setting
Creators: name: Benedetto, Anna Di
name: Ercolani, Cristiana
name: Pizzuti, Laura
name: Angelucci, Domenico
name: Sergi, Domenico
name: Marinelli, Camilla
name: Iezzi, Laura
name: Sperati, Francesca
name: Terrenato, Irene
name: Mazzotta, Marco
name: Mariani, Luciano
name: Vizza, Enrico
name: Paoletti, Giancarlo
name: Tomao, Silverio
name: Maugeri-Saccà, Marcello
name: Barba, Maddalena
name: Tinari, Nicola
name: Natoli, Clara
name: Ciliberto, Gennaro
name: Grassadonia, Antonino
name: Vici, Patrizia
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: FOS: Clinical medicine
subject: 111702 Aged Health Care
subject: FOS: Health sciences
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: 110203 Respiratory Diseases

description: Supplemental material, Supp_Table_1 for Prognostic relevance of DNA damage and repair biomarkers in elderly patients with hormone-receptor-positive breast cancer treated with neoadjuvant hormone therapy: evidence from the real-world setting by Anna Di Benedetto, Cristiana Ercolani, Laura Pizzuti, Domenico Angelucci, Domenico Sergi, Camilla Marinelli, Laura Iezzi, Francesca Sperati, Irene Terrenato, Marco Mazzotta, Luciano Mariani, Enrico Vizza, Giancarlo Paoletti, Silverio Tomao, Marcello Maugeri-Saccà, Maddalena Barba, Nicola Tinari, Clara Natoli, Gennaro Ciliberto, Antonino Grassadonia and Patrizia Vici in Therapeutic Advances in Medical Oncology
Magnetar structure in non-linear electrodynamics with mixed poloidal-toroidal fields
Creators: name: Suvorov, Arthur G.
name: Pons, José A.
Publisher: name: arXiv
Year: 2025
Subjects: subject: High Energy Astrophysical Phenomena (astro-ph.HE)
subject: General Relativity and Quantum Cosmology (gr-qc)
subject: High Energy Physics - Phenomenology (hep-ph)
subject: High Energy Physics - Theory (hep-th)
subject: FOS: Physical sciences

description: Magnetars have inferred polar field strengths in excess of the Schwinger limit, where non-linear electromagnetic effects can be significant. Their internal fields may be even stronger, suggesting that Maxwellian characterizations of hydromagnetic structure may require revision. A generalized Grad-Shafranov equation, describing static and axisymmetric fluid stars with mixed poloidal-toroidal fields, is introduced and subsequently solved in a perturbative scheme to calculate quadrupolar deformations. In the Born-Infeld theory, we show that the toroidal field has a maximum strength set by the scale parameter, $b$, implying an upper limit to the stellar prolateness, $|ε_{\rm max}| \sim 10^{-5} \left(b/10^{16}\text{ G}\right)^2$, that is independent of field specifics. Observations of magnetar phenomena that are interpreted as evidence for ellipticity, such as precession, can thus implicitly constrain post-Maxwellian parameters in a way that complements terrestrial experiments. Toroidal ceilings also have implications for dynamo theory and gravitational waves, which we revisit together with field evolution in crusts abiding by beyond-Maxwell physics.
description: 16 pages, 7 figures, 1 table. Matches published version
Additional file 1 of A network pharmacology approach to decipher the mechanism of total flavonoids from Dracocephalum Moldavica L. in the treatment of cardiovascular diseases
Creators: name: Zheng, Rui-fang
name: Kader, Kaderyea
name: Liu, Di-wei
name: Su, Wen-ling
name: Xu, Lei
name: Jin, Yuan-yuan
name: Xing, Jian-guo
Publisher: name: figshare
Year: 2024
Subjects: Biochemistry
Medicine
Cell Biology
Molecular Biology
Pharmacology
Chemical Sciences not elsewhere classified
Biological Sciences not elsewhere classified
Information Systems not elsewhere classified

description: Additional file 1.
Additional file 2 of Association of plasma aflatoxin with persistent detection of oncogenic human papillomaviruses in cervical samples from Kenyan women enrolled in a longitudinal study
Creators: name: Tong, Yan
name: Tonui, Philip
name: Orang’o, Omenge
name: Zhang, Jianjun
name: Maina, Titus
name: Muthoka, Kapten
name: Groopman, John
name: Smith, Joshua
name: Madeen, Erin
name: Ermel, Aaron
name: Loehrer, Patrick
name: Brown, Darron R.
Publisher: name: figshare
Year: 2024
Subjects: subject: Cell Biology
subject: Biotechnology
subject: Mathematical Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology

description: Additional file 2: Supplemental Table 2. Ordinal logistic regression analyses of IARC HR-HPV, A9 HPV, Non-HPV 16 A9, A7 HPV, Non-HPV 18 A7, and LR-HPV detection (persistent detection vs. incidence detection vs. no detection) with plasma AFB1-lys detection, and demographic/behavioral characteristics of women.
Code-Verification Techniques for an Arbitrary-Depth Electromagnetic Slot Model
Creators: name: Freno, Brian A.
name: Matula, Neil R.
name: Pfeiffer, Robert A.
name: Dang, Vinh Q.
Publisher: name: arXiv
Year: 2025
Subjects: subject: Computational Physics (physics.comp-ph)
subject: Numerical Analysis (math.NA)
subject: FOS: Physical sciences
subject: FOS: Mathematics

description: Electromagnetic slot models are employed to efficiently simulate electromagnetic penetration through openings in an otherwise closed electromagnetic scatterer. Such models, which incorporate varying assumptions about the geometry of the openings, are typically coupled with electromagnetic surface integral equations that model electromagnetic scattering. In this paper, we introduce novel code-verification approaches and build upon our previously developed methodologies to assess the correctness of the numerical implementation of an arbitrary-depth slot model. Through these approaches, we measure the convergence rates of the different interacting sources of numerical error and demonstrate the impact of various factors on these rates for several cases.
Is Democracy The Right System? Collaborative Approaches To Building An Engaged Rdm Community
Creators: name: Teperek, Marta
Publisher: name: Zenodo
Year: 2017
Subjects: RDM
Open research
data sharing
community building
community engagement

description: Presentation given by Marta Teperek at the 12th International Digital Curation Conference, 21 February 2017, Edinburgh, United Kingdom.
Additional file 1 of The features of high-risk human papillomavirus infection in different female genital sites and impacts on HPV-based cervical cancer screening
Creators: name: Li, Tingyuan
name: Chen, Simiao
name: Li, Xinyue
name: Wu, Zeni
name: Zhao, Yuqian
name: Cui, Jianfeng
name: Liu, Bin
name: Chen, Feng
name: Zhang, Xun
name: Qiao, Youlin
name: Chen, Wen
Publisher: name: figshare
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Virology

description: Supplementary Material 1
Generating Building-Level Heat Demand Time Series by Combining Occupancy Simulations and Thermal Modeling
Creators: name: Malacek, Simon
name: Portela, José
name: Werner, Yannick Marcus
name: Wogrin, Sonja
Publisher: name: arXiv
Year: 2025
Subjects: subject: Systems and Control (eess.SY)
subject: FOS: Electrical engineering, electronic engineering, information engineering

description: Despite various efforts, decarbonizing the heating sector remains a significant challenge. To tackle it by smart planning, the availability of highly resolved heating demand data is key. Several existing models provide heating demand only for specific applications. Typically, they either offer time series for a larger area or annual demand data on a building level, but not both simultaneously. Additionally, the diversity in heating demand across different buildings is often not considered. To address these limitations, this paper presents a novel method for generating temporally resolved heat demand time series at the building level using publicly available data. The approach integrates a thermal building model with stochastic occupancy simulations that account for variability in user behavior. As a result, the tool serves as a cost-effective resource for cross-sectoral energy system planning and policy development, particularly with a focus on the heating sector. The obtained data can be used to assess the impact of renovation and retrofitting strategies, or to analyze district heating expansion. To illustrate the potential applications of this approach, we conducted a case study in Puertollano (Spain), where we prepared a dataset of heating demand with hourly resolution for each of 9,298 residential buildings. This data was then used to compare two different pathways for the thermal renovation of these buildings. By relying on publicly available data, this method can be adapted and applied to various European regions, offering broad usability in energy system optimization and analysis of decarbonization strategies.
Supplemental Material, Supplemental_Material - Ideal implant choice for proximal interphalangeal joint arthrodesis in hammer toe/claw toe deformity correction: A systematic review
Creators: name: Wei, Rachel XY
name: Ling, Samuel KK
name: TH Lui
name: Yung, Patrick SH
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110314 Orthopaedics
subject: FOS: Clinical medicine
subject: 110604 Sports Medicine
subject: FOS: Health sciences
subject: 110323 Surgery

description: Supplemental Material, Supplemental_Material for Ideal implant choice for proximal interphalangeal joint arthrodesis in hammer toe/claw toe deformity correction: A systematic review by Rachel XY Wei, Samuel KK Ling, TH Lui and Patrick SH Yung in Journal of Orthopaedic Surgery
The reliability of hybrid functionals for accurate fundamental and optical gap prediction of bulk solids and surfaces
Creators: name: Sagredo, Francisca
name: Camarasa-Gómez, María
name: Ricci, Francesco
name: Champagne, Aurélie
name: Kronik, Leeor
name: Neaton, Jeffrey B.
Publisher: name: arXiv
Year: 2025
Subjects: subject: Materials Science (cond-mat.mtrl-sci)
subject: Chemical Physics (physics.chem-ph)
subject: FOS: Physical sciences

description: Hybrid functionals have been considered insufficiently reliable for the prediction of band gaps in solids and surfaces. We revisit this issue with a new generation of optimally-tuned range-separated hybrid functionals, focusing on the reconstructed Si(111)-(2x1) and Ge(111)-(2x1) surfaces. We show that certain hybrid functionals can accurately predict the surface-state and bulk fundamental and optical gaps, as well as projected band structures of these surfaces, by combining ground-state and time-dependent density functional theory.
Additional file 1 of Associations between physical activity, mental health concerns, eating disorder symptoms, and emotional intelligence in adolescent athletes transitioning from COVID-19
Creators: name: Firouzjah, Morteza Homayounnia
name: Hower, Heather
name: Shahrbanian, Shahnaz
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy
subject: Mental Health

description: Additional file 1. Supplemental Table 1. Frequency and Percentage of Eating Disorder Symptoms Subscale Clinical Cut-Off Scores by Physical Activity and Behavioral Change Motivation Groups.
INC914462 Supplementary material - Supplemental material for Equity of access to critical care services in Scotland: A Bayesian spatial analysis
Creators: name: Emerson, Philip
name: Green, David R
name: Stott, Steve
name: Maclennan, Graeme
name: Campbell, Marion K
name: Jansen, Jan O
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: Cardiology
subject: 110305 Emergency Medicine
subject: FOS: Clinical medicine
subject: 110323 Surgery

description: Supplemental material, INC914462 Supplementary material for Equity of access to critical care services in Scotland: A Bayesian spatial analysis by Philip Emerson, David R Green, Steve Stott, Graeme Maclennan, Marion K Campbell and Jan O Jansen in Journal of the Intensive Care Society
Additional file 2 of Associations between physical activity, mental health concerns, eating disorder symptoms, and emotional intelligence in adolescent athletes transitioning from COVID-19
Creators: name: Firouzjah, Morteza Homayounnia
name: Hower, Heather
name: Shahrbanian, Shahnaz
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy
subject: Mental Health

description: Additional file 2. Supplemental Table 2. Differences Between Physical Activity and Behavioral Change Motivation Groups on Measures of Mental Health Concerns, Eating Disorder Symptoms, and Emotional Intelligence.
Buněčná linie HEK-293 exprimující RNA helikasu DHX15 značenou fluorescenčním proteinem mScarlet
Creators: name: Křížová, Ivana
name: Rumlova, Michaela
Publisher: name: Zenodo
Year: 2025

description: Funkční vzorek

Pomocí CRIPR Cas-9 technologie byla vytvořena buněčná linie exprimující RNA helikasu DHX15 značenou fluorescenčním proteinem mScarlet. RNA helikasa DHX15 je klíčová pro replikaci některých retrovirů, hraje roli při transportu virové genomové RNA z jádra do cytoplazmy hostitelské buňky. Fluorescenční značka usnadní sledování translokace této helikasy v buňce.

Tato práce byla financována z projektu Národní institut virologie a bakteriologie (Program EXCELES, ID: LX22NPO5103) – Financováno Evropskou unií – Next Generation EU.
Multimodal Feature-Driven Deep Learning for the Prediction of Duck Body Dimensions and Weight
Creators: name: Xiao, Wenbo
name: Han, Qiannan
name: Shu, Gang
name: Liang, Guiping
name: Zhang, Hongyan
name: Wang, Song
name: Xu, Zhihao
name: Wan, Weican
name: Li, Chuang
name: Jiang, Guitao
name: Xiao, Yi
Publisher: name: arXiv
Year: 2025
Subjects: subject: Computer Vision and Pattern Recognition (cs.CV)
subject: FOS: Computer and information sciences

description: Accurate body dimension and weight measurements are critical for optimizing poultry management, health assessment, and economic efficiency. This study introduces an innovative deep learning-based model leveraging multimodal data-2D RGB images from different views, depth images, and 3D point clouds-for the non-invasive estimation of duck body dimensions and weight. A dataset of 1,023 Linwu ducks, comprising over 5,000 samples with diverse postures and conditions, was collected to support model training. The proposed method innovatively employs PointNet++ to extract key feature points from point clouds, extracts and computes corresponding 3D geometric features, and fuses them with multi-view convolutional 2D features. A Transformer encoder is then utilized to capture long-range dependencies and refine feature interactions, thereby enhancing prediction robustness. The model achieved a mean absolute percentage error (MAPE) of 6.33% and an R2 of 0.953 across eight morphometric parameters, demonstrating strong predictive capability. Unlike conventional manual measurements, the proposed model enables high-precision estimation while eliminating the necessity for physical handling, thereby reducing animal stress and broadening its application scope. This study marks the first application of deep learning techniques to poultry body dimension and weight estimation, providing a valuable reference for the intelligent and precise management of the livestock industry with far-reaching practical significance.
Additional file 1 of Pattern and trends of the total and age-specific fertility rates during 1990–2018 in Pakistan
Creators: name: Naz, Lubna
name: Kamal, Asifa
name: Kamran, Adan
name: Trueha, Kassahun
Publisher: name: figshare
Year: 2024
Subjects: subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Mathematical Sciences not elsewhere classified
subject: Developmental Biology
subject: Cancer

description: Additional file 1: Supplementary material. Data quality checks.
AIC895788 Supplemental Material - Supplemental material for A paradigm shift in practice—the benefits of early active wound temporisation rather than early skin grafting after burn eschar excision
Creators: name: Greenwood, John E
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110305 Emergency Medicine
subject: FOS: Clinical medicine

description: Supplemental material, AIC895788 Supplemental Material for A paradigm shift in practice—the benefits of early active wound temporisation rather than early skin grafting after burn eschar excision by John E Greenwood in Anaesthesia and Intensive Care
Additional file 1 of Development of search strategies for systematic reviews in health using ChatGPT: a critical analysis
Creators: name: Guimarães, Nathalia Sernizon
name: Joviano-Santos, Julliane Vasconcelos
name: Reis, Marcela Gomes
name: Chaves, Roberta Rayra Martins
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Developmental Biology
subject: Science Policy

description: Additional file 1: Fig S1. General guidance on building search strategies. Fig S2. Specific orientation for the construction of search strategies for information in electronic databases: MEDLINE, Embase.com, and LILACS. Fig S3. Manual Search Strategies.
MSO915480 Supplemental Material - Supplemental material for Evaluation of the ‘ring sign’ and the ‘core sign’ as a magnetic resonance imaging marker of disease activity and progression in clinically isolated syndrome and early multiple sclerosis
Creators: name: Blindenbacher, Nelly
name: Brunner, Eveline
name: Asseyer, Susanna
name: Scheel, Michael
name: Siebert, Nadja
name: Rasche, Ludwig
name: Bellmann-Strobl, Judith
name: Brandt, Alexander
name: Ruprecht, Klemens
name: Meier, Dominik
name: Wuerfel, Jens
name: Paul, Friedemann
name: Sinnecker, Tim
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Neuroscience

description: Supplemental material, MSO915480 Supplemental Material for Evaluation of the ‘ring sign’ and the ‘core sign’ as a magnetic resonance imaging marker of disease activity and progression in clinically isolated syndrome and early multiple sclerosis by Nelly Blindenbacher, Eveline Brunner, Susanna Asseyer, Michael Scheel, Nadja Siebert, Ludwig Rasche, Judith Bellmann-Strobl, Alexander Brandt, Klemens Ruprecht, Dominik Meier, Jens Wuerfel
Multimessenger hierarchical triple merger gravitational-wave event pair GW190514-GW190521 inside AGN J124942.3 + 344929
Creators: name: Li, Guo-Peng
name: Fan, Xi-Long
Publisher: name: arXiv
Year: 2025
Subjects: subject: High Energy Astrophysical Phenomena (astro-ph.HE)
subject: Astrophysics of Galaxies (astro-ph.GA)
subject: Solar and Stellar Astrophysics (astro-ph.SR)
subject: General Relativity and Quantum Cosmology (gr-qc)
subject: FOS: Physical sciences

description: There is a candidate electromagnetic (EM) counterpart to the binary black hole merger GW190521, identified as ZTF19abanrhr within active galactic nuclei (AGN) J124942.3 + 344929. Additionally, GW190514 is proposed as a plausible precursor merger to GW190521 within a hierarchical merger scenario. In this study, we investigate the potential association between GW190514 and GW190521 as a hierarchical triple merger associated with ZTF19abanrhr, taking into account of the sky position, distance, and mass of the sources using a Bayesian criterion. Our analysis reveals that the association is favored over a random coincidence, with a log Bayes factor of 16.8, corresponding to an odds ratio of $\sim$$199:1$, assuming an astrophysical prior odds of $10^{-5}$. Notably, when accounting for the primary masses of the two gravitational-wave events as potential products of mergers in the AGN formation channel, the Bayes factor increases significantly, further enhancing the preference for this association by a factor of $\sim$$10^2$, corresponding to a log Bayes factor of 21.5 and an odds ratio of $\sim$$2\times10^4:1$. Our results suggest strong evidence for the first hierarchical triple merger associated with an EM counterpart in the AGN formation channel. This work is crucial for understanding the formation mechanisms of massive black holes, the role of AGNs in hierarchical mergers, and the implications of multimessenger astronomy.
description: 11 pages, 3 figures, 1 table; accepted for publication in Physical Review D
Additional file 1 of Comparison of clinical outcomes of supercapsular percutaneously-assisted approach total hip arthroplasty versus conventional posterior approach for total hip arthroplasty in adults: a systematic review and meta-analysis
Creators: name: Zhao, Yize
name: Sun, Wenchen
name: Wang, Chen
name: Xie, Xinyi
name: Feng, Ganjun
Publisher: name: figshare
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified

description: Additional file 1: Supplementary material 1. Search Strategy.
Additional file 2 of Comparison of clinical outcomes of supercapsular percutaneously-assisted approach total hip arthroplasty versus conventional posterior approach for total hip arthroplasty in adults: a systematic review and meta-analysis
Creators: name: Zhao, Yize
name: Sun, Wenchen
name: Wang, Chen
name: Xie, Xinyi
name: Feng, Ganjun
Publisher: name: figshare
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified

description: Additional file 2: Supplementary Table 1. Supplementary Table 2. Supplementary Table 3.
GRB Timing: Decoding the Hidden Slow Jets in GRB 060729
Creators: name: Geng, Jin-Jun
name: Hu, Ding-Fang
name: Gao, Hao-Xuan
name: Liang, Yi-Fang
name: Hua, Yan-Long
name: Zhang, Guo-Rui
name: Sun, Tian-Rui
name: Li, Bing
name: Liu, Yuan-Qi
name: Xu, Fan
name: Deng, Chen
name: Hu, Chen-Ran
name: Xu, Ming
name: Huang, Yong-Feng
name: Zhang, Miao-Miao
name: Fang, Min
name: Yan, Jing-Zhi
name: An, Tao
name: Wu, Xue-Feng
Publisher: name: arXiv
Year: 2025
Subjects: subject: High Energy Astrophysical Phenomena (astro-ph.HE)
subject: FOS: Physical sciences

description: Gamma-ray bursts (GRBs) are luminous stellar explosions characterized by the ejection of relativistic jets. This work proposes a novel paradigm to study these GRB jets. By analyzing the timing information of prompt pulses and X-ray flares, in conjunction with the multi-wavelength afterglow observations, we identify three distinct jets in the extraordinary GRB 060729, with initial bulk Lorentz factors ranging from approximately 20 to 80, smaller than typical values of $> 100$. These three jets undergo two successive collisions, producing the observed pair of X-ray flares. Following these interactions, the system evolves into a fast, narrow jet and a slower, hollow jet that continues to propagate in the circumburst medium, evidenced by the notable twin bumps observed in the X-ray and optical afterglow of GRB 060729. Our findings demonstrate that the timing of the early emission enables us to measure the velocities of the GRB jets. The proposed paradigm enhances our understanding of jet dynamics and shock interactions and serves as a powerful tool for probing the physics of the central engine with the expanded sample in the current golden era of GRB research.
description: 15 pages, 6 figures, 2 tables, ApJL accepted
Data-Driven Museums
Creators: name: Daish, Alice
Publisher: name: Zenodo
Year: 2017
Subjects: data science
data driven
museums
cultural heritage
R

description: How do you transform a traditionally un-data-orientated organisation into being data-driven armed with data science processes and plenty of enthusiasm?

With the exponential growth of data, more and more organisations are demanding to become data-driven. Seeking value from their data, big data and data science initiatives; jobs and skill sets have risen up the organisations agenda. The first data scientist at a museum shares her experience and learning on the journey to transform the British Museum to be data-driven by 2018.

How is one of the most popular museums in the world, with 6.8 million annual visitors, using data science to achieve a data-driven transition?

	Valuing of Data
	Data Science at the British Museum
	Transformation advice
	Vision for the future

By valuing data and using data science processes, any organisation can become data-driven.
description: Presented at London Business Analytics Group https://www.meetup.com/London-Business-Analytics-Group/
Systematic Reanalysis of KMTNet Microlensing Events, Paper II: Two New Planets in Giant-Source Events
Creators: name: Yang, Hongjing
name: Yee, Jennifer C.
name: Zhang, Jiyuan
name: Lee, Chung-Uk
name: Kim, Dong-Jin
name: Bond, Ian A.
name: Udalski, Andrzej
name: Hwang, Kyu-Ha
name: Zang, Weicheng
name: Qian, Qiyue
name: Gould, Andrew
name: Mao, Shude
name: Albrow, Michael D.
name: Chung, Sun-Ju
name: Han, Cheongho
name: Jung, Youn Kil
name: Ryu, Yoon-Hyun
name: Shin, In-Gu
name: Shvartzvald, Yossi
name: Cha, Sang-Mok
name: Kim, Hyoun-Woo
name: Kim, Seung-Lee
name: Lee, Dong-Joo
name: Lee, Yongseok
name: Park, Byeong-Gon
name: Pogge, Richard W.
name: Abe, Fumio
name: Bando, Ken
name: Bennett, David P.
name: Bhattacharya, Aparna
name: Fukui, Akihiko
name: Hamada, Ryusei
name: Hamada, Shunya
name: Hamasaki, Naoto
name: Hirao, Yuki
name: Silva, Stela Ishitani
name: Itow, Yoshitaka
name: Koshimoto, Naoki
name: Matsubara, Yutaka
name: Miyazaki, Shota
name: Muraki, Yasushi
name: Nagai, Tutumi
name: Nunota, Kansuke
name: Olmschenk, Greg
name: Ranc, Clément
name: Rattenbury, Nicholas J.
name: Satoh, Yuki
name: Sumi, Takahiro
name: Suzuki, Daisuke
name: Terry, Sean K.
name: Tristram, Paul . J.
name: Vandorou, Aikaterini
name: Yama, Hibiki
name: Mróz, Przemek
name: Skowron, Jan
name: Poleski, Radoslaw
name: Szymański, Michał K.
name: Soszyński, Igor
name: Pietrukowicz, Paweł
name: Kozłowski, Szymon
name: Ulaczyk, Krzysztof
name: Rybicki, Krzysztof A.
name: Iwanek, Patryk
name: Wrona, Marcin
Publisher: name: arXiv
Year: 2025
Subjects: subject: Earth and Planetary Astrophysics (astro-ph.EP)
subject: Astrophysics of Galaxies (astro-ph.GA)
subject: Instrumentation and Methods for Astrophysics (astro-ph.IM)
subject: FOS: Physical sciences

description: In this work, we continue to apply the updated KMTNet tender-love care (TLC) photometric pipeline to historical microlensing events. We apply the pipeline to a subsample of events from the KMTNet database, which we refer to as the giant source sample. Leveraging the improved photometric data, we conduct a systematic search for anomalies within this sample. The search successfully uncovers four new planet-like anomalies and recovers two previously known planetary signals. After detailed analysis, two of the newly discovered anomalies are confirmed as clear planets: KMT-2019-BLG-0578 and KMT-2021-BLG-0736. Their planet-to-host mass ratios are $q\sim4\times10^{-3}$ and $q\sim1\times10^{-4}$, respectively. Another event, OGLE-2018-BLG-0421 (KMT-2018-BLG-0831), remains ambiguous. Both a stellar companion and a giant planet in the lens system could potentially explain the observed anomaly. The anomaly signal of the last event, MOA-2022-BLG-038 (KMT-2022-BLG-2342), is attributed to an extra source star. Within this sample, our procedure doubles the number of confirmed planets, demonstrating a significant enhancement in the survey sensitivity.
description: Author's edition. Accepted for publication in The Astronomical Journal
SMM915737 Supplemental Material - Supplemental material for Confidence intervals for the difference between two relative risks
Creators: name: Sampson, Joshua N
name: Gail, Mitchell H
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111099 Nursing not elsewhere classified
subject: 160807 Sociological Methodology and Research Methods
subject: FOS: Sociology

description: Supplemental material, SMM915737 Supplemental Material for Confidence intervals for the difference between two relative risks by Joshua N Sampson and Mitchell H Gail in Statistical Methods in Medical Research
Additional file 3 of Comparison of clinical outcomes of supercapsular percutaneously-assisted approach total hip arthroplasty versus conventional posterior approach for total hip arthroplasty in adults: a systematic review and meta-analysis
Creators: name: Zhao, Yize
name: Sun, Wenchen
name: Wang, Chen
name: Xie, Xinyi
name: Feng, Ganjun
Publisher: name: figshare
Year: 2024
Subjects: subject: Space Science
subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biological Sciences not elsewhere classified

description: Additional file 3: Supplementary Figure 1. Supplementary Figure 2. Supplementary Figure 3.
Die Drei Funktionen Der Sozialen Arbeit In Der Schule Und Die Gegenüberstellung Deren Theorie Und Praxis
Creators: name: Hofmann, Julia
name: Ricci, Fabio
Publisher: name: Zenodo
Year: 2014

description: Die Soziale Arbeit in der Schule, auch als Schulsozialarbeit bekannt, ist ein relativ junges und dynamisches Berufsfeld. Durch die vielen verhältnismässig neuen Stellen in diesem Tätigkeitsbereich bekam die Soziale Arbeit in der Schule viel mediale Aufmerksamkeit und Präsenz. Die Soziale Arbeit in der Schule sorgt sowohl auf politischer, sozialer, institutioneller wie auch auf privater Ebene für Gesprächsstoff. In der vorliegenden Bachelor-Arbeit wird der Frage nachgegangen, wie die drei Funktionen Behandlung, Prävention und Früherkennung der Sozialen Arbeit in der Schule in der Praxis umgesetzt und erlebt werden. Mittels Experten- und Expertinneninterviews wird ein Theorie-Praxis-Vergleich erarbeitet. Zusammen mit den theoretischen Grundlagen wird mittels Leitfadeninterviews die Sicht von Fachpersonen der Sozialen Arbeit in der Schule aufgezeigt und diskutiert. Die Forschungsergebnisse werden ausgewertet und interpretiert. Es hat sich gezeigt, dass die meiste Zeit von Sozialarbeiterinnen und Sozialarbeitern für die Funktion der Behandlung aufgewendet wird. Sämtliche Interviewpartner und -partnerinnen hielten fest, dass sie gerne mehr zeitliche Ressourcen für die Funktionen der Prävention und der Früherkennung hätten. Das Forschungsteam hat in den drei Professionen der Sozialen Arbeit, also der Sozialarbeit, der Sozialpädagogik und der Soziokulturellen Animation, keine Unterschiede hinsichtlich des Verständnisses der Sozialen Arbeit in der Schule feststellen können. Diese Forschungsarbeit soll den Dialog der drei Funktionen der Sozialen Arbeit in der Schule anregen und aufzeigen, wo generell Handlungsbedarf besteht.
description: + Code Diss LU: hslusa basa 2014 + Fussnote: Bachelor-Arbeit, Hochschule Luzern - Soziale Arbeit, Ausbildungsgang Sozialarbeit, 2014
Optical surface reflectivity characterization in water Cherenkov detectors: methodologies and industrial applications
Creators: name: Tiwari, Deepak
Publisher: name: arXiv
Year: 2025
Subjects: subject: Instrumentation and Detectors (physics.ins-det)
subject: High Energy Physics - Experiment (hep-ex)
subject: Optics (physics.optics)
subject: FOS: Physical sciences

description: Understanding the optical properties of various components in water Cherenkov (WC) neutrino experiments is essential for accurate detector characterization, which is critical for precise measurements. Of particular importance is the characterization of surface reflectivity within the Cherenkov volume. We present a methodology for surface reflectivity characterization using a goniometer setup, addressing the challenges associated with measurements in the air and water (or other optical media). Additionally, we discuss the broader implications of Bidirectional Reflectance Distribution Function (BRDF) measurements using a goniometer, including their industrial applications.
description: Poster presentation, Conference proceeding, The 6th International Workshop on new Photon-Detectors (PD24) November 19-21, 2024
Supplemental_material – Supplemental material for Affective experiences to chords are modulated by mode, meter, tempo, and subjective entrainment
Creators: name: Labbé, Carolina
name: Trost, Wiebke
name: Grandjean, Didier
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: Education
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, Supplemental_material for Affective experiences to chords are modulated by mode, meter, tempo, and subjective entrainment by Carolina Labbé, Wiebke Trost and Didier Grandjean in Psychology of Music
Additional file 1 of Small-molecule agonist AdipoRon alleviates diabetic retinopathy through the AdipoR1/AMPK/EGR4 pathway
Creators: name: Wang, Yihan
name: Liu, Yujuan
name: Fang, Junwei
name: Xing, Xindan
name: Wang, Hanying
name: Shi, Xin
name: Liu, Xinyi
name: Niu, Tian
name: Liu, Kun
Publisher: name: figshare
Year: 2024
Subjects: subject: Biochemistry
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Chemical Sciences not elsewhere classified
subject: Biological Sciences not elsewhere classified

description: Additional file 1: Figure S1. Cell were characterized immunocytochemically with cell-type-specific antibodies,that is ,KIR4.1,GS. KIR4.1,Inwardly rectifying potassium channel subtype 4.1; GS, Glutamine synthetase; RBPMS, RNA-binding protein with multiple splicing; IBA-1,ionized calcium binding adapter molecule 1.
Describing the Non-Universal Galaxy Merger Timescales in IllustrisTNG: Effects of Host Halo Mass, Baryons, and Sample Selection
Creators: name: Xu, Kun
name: Jing, Y. P.
Publisher: name: arXiv
Year: 2025
Subjects: subject: Astrophysics of Galaxies (astro-ph.GA)
subject: Cosmology and Nongalactic Astrophysics (astro-ph.CO)
subject: FOS: Physical sciences

description: Galaxy merger timescales are crucial for understanding and modeling galaxy formation in our hierarchically structured Universe. However, previous studies have reported widely varying dependencies of merger timescales on initial orbital parameters and mass ratio at the first crossing of $r_{\rm vir}$. Using IllustrisTNG simulations, we find that these dependencies vary with host halo mass, suggesting that discrepancies in prior studies may arise from differences in the systems analyzed. Specifically, in low-mass halos, merger timescales show a stronger dependence on initial orbital parameters, while in high-mass halos, this dependence weakens. To account for these variations, we present a fitting formula that incorporates host mass dependence, achieving a logarithmic scatter smaller than 0.15 dex. Comparing dark matter-only and baryonic simulations, we observe similar merger timescales for circular orbits but notable differences for radial orbits. In halos with $M_{\rm{host}} < 10^{12.5} h^{-1} M_{\odot}$, mergers in dark matter-only runs take longer than in baryonic runs, whereas the trend reverses in more massive halos. We attribute these differences to the competing effects of tidal disruption by central galaxy disks and the resistance of baryonic satellites to tidal stripping. Finally, we extend our model to predict merger timescales from any starting radius within the halo. By fitting the extended model to the entire infall sample, we find that using only the merger sample can underestimate merger timescales, particularly for low mass ratios. Our model provides a valuable tool for improving semi-analytical and empirical models of galaxy formation.
description: 21 pages, 17 figures. Accepted for Publication in ApJ. Models summarized in Table 1