cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
sj-docx-1-sph-10.1177_19417381221136104 – Supplemental material for Effectiveness of Combined Program of Manual Therapy and Exercise Vs Exercise Only in Patients With Rotator Cuff-related Shoulder Pain: A Systematic Review and Meta-analysis
Creators: name: Paraskevopoulos, Eleftherios
name: Plakoutsis, George
name: Chronopoulos, Efstathios
name: Maria, Papandreou
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 110314 Orthopaedics
subject: FOS: Clinical medicine
subject: 110604 Sports Medicine

description: Supplemental material, sj-docx-1-sph-10.1177_19417381221136104 for Effectiveness of Combined Program of Manual Therapy and Exercise Vs Exercise Only in Patients With Rotator Cuff-related Shoulder Pain: A Systematic Review and Meta-analysis by Eleftherios Paraskevopoulos, George Plakoutsis, Efstathios Chronopoulos and Papandreou Maria in Sports Health: A Multidisciplinary Approach
Additional file 9 of Azacytidine arrests ripening in cultivated strawberry (Fragaria × ananassa) by repressing key genes and altering hormone contents
Creators: name: Martínez-Rivas, Félix Juan
name: Blanco-Portales, Rosario
name: Molina-Hidalgo, Francisco Javier
name: Caballero, José Luis
name: Perez de Souza, Leonardo
name: Alseekh, Saleh
name: Fernie, Alisdair R.
name: Muñoz-Blanco, Juan
name: Rodríguez-Franco, Antonio
Publisher: name: figshare
Year: 2022
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 9.
Supplemental Material - The DynAIRx Project Protocol: Artificial Intelligence for dynamic prescribing optimisation and care integration in multimorbidity
Creators: name: Walker, Lauren E
name: Abuzour, Aseel S
name: Bollegala, Danushka
name: Clegg, Andrew
name: Gabbay, Mark
name: Griffiths, Alan
name: Kullu, Cecil
name: Leeming, Gary
name: Mair, Frances S
name: Maskell, Simon
name: Relton, Samuel
name: Ruddle, Roy A
name: Shantsila, Eduard
name: Sperrin, Matthew
name: Van Staa, Tjeerd
name: Woodall, Alan
name: Buchan, Iain
Publisher: name: SAGE Journals
Year: 2022
Subjects: Medicine

description: Supplemental Material for The DynAIRx Project Protocol: Artificial Intelligence for dynamic prescribing optimisation and care integration in multimorbidity by Lauren E Walker, Aseel S Abuzour, Danushka Bollegala, Andrew Clegg, Mark Gabbay, Alan Griffiths, Cecil Kullu, Gary Leeming, Frances S Mair, Simon Maskell, Samuel Relton, Roy A Ruddle, Eduard Shantsila, Matthew Sperrin, Tjeerd Van Staa, Alan Woodall and Iain Buchan in Journal of Multimorbidity and Comorbidity
Additional file 6 of Causal effect between gut microbiota and metabolic syndrome in European population: a bidirectional mendelian randomization study
Creators: name: Yan, Jiawu
name: Wang, Zhongyuan
name: Bao, Guojian
name: Xue, Cailin
name: Zheng, Wenxuan
name: Fu, Rao
name: Zhang, Minglu
name: Ding, Jialu
name: Yang, Fei
name: Sun, Beicheng
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Chemical Sciences not elsewhere classified
subject: Ecology
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Inorganic Chemistry
subject: FOS: Chemical sciences
subject: Computational Biology

description: Supplementary Material 6: Supplementary data
Additional file 1 of OptNCMiner: a deep learning approach for the discovery of natural compounds modulating disease-specific multi-targets
Creators: name: Shin, Seo Hyun
name: Oh, Seung Man
name: Yoon Park, Jung Han
name: Lee, Ki Won
name: Yang, Hee
Publisher: name: figshare
Year: 2022
Subjects: subject: Biophysics
subject: Biochemistry
subject: Medicine
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Plant Biology

description: Additional file 1: Supplemental tables.
Strategies for the design of reflective shortform videogames
Creators: name: GIBBONS, Liam
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 360502
subject: Computer gaming and animation
classificationCode: 360504
subject: Interactive media

description: Through the critical, iterative making of a series of game design experiments, in this practice-based research I enact and interrogate a collection of strategies and terms for the design, making, study, and discussion of reflective, shortform videogames. These are videogames, generally produced by individuals or small teams of makers, that are designed to be experienced in a single sitting, and encourage players to thoughtfully consider, reflect upon, anticipate, and configure the audiovisual, narrative, and/or ludic elements juxtaposed within the game's digital-virtual space. Historically, there have been a series of shortform game designs that are invested in offering the player an intense, reaction-based challenge. Recently however, a variety of non-commercial game designers have been experimenting with and producing shortform videogames that instead seek to elicit reflective forms of play. These designers, including myself, have been spurred on by the increasing accessibility and availability of game development tools and online distribution platforms. Much formal and informal game design knowledge fails to account for this emerging form, and instead assumes either a long form, or a design goal of immediate, reaction-based play within a short form.

Seeking to address this gap in knowledge, in this research I offer game designers four key strategies for the design of reflective play within a shortform game design. They include limiting, omitting, and making ambiguous traditional elements of game design such as objectives and win/lose conditions, and avoiding any interruptions or excessive direction to the player's experience of the game. Crucially, I suggest that it is useful to pair this with strictly limited, clear and consistent spatiotemporal barriers and boundaries. This reduces the scope of the game design to a single spatial cell that is experienced near-simultaneously. I uncover, articulate, and demonstrate these strategies through the design and making of ten game design experiments. This is an exploratory process supported by critical reflection, reading and writing. Each game investigates some aspect of reflective and/or brief game design, and together they reveal a set of subjective, situated tactics for encouraging reflective play within a shortform videogame.
Additional file 1 of Screening, assessment and diagnosis in the eating disorders: findings from a rapid review
Creators: name: Bryant, Emma
name: Spielman, Karen
name: Le, Anvi
name: Marks, Peta
name: Touyz, Stephen
name: Maguire, Sarah
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional File 1. PRISMA diagram: Rapid Review.
Banks and finance after the crisis: Lessons and challenges
Creators: name: Visco, Ignazio
Publisher: name: PSL Quarterly Review
Year: 2018
Subjects: subject: Italy’s banking sector, banking crises, bank resolution
subject: G21, G33, G38

description: The double-dip recession that hit the Italian economy between 2008 and 2013 has caused severe difficulties for the banking sector in the last few years, which have been aggravated by cases of malfeasance. This speech discusses the response of the Bank of Italy’s supervision and the measures adopted to solve the crises that have concerned some banks. It then examines the questions still open regarding the new European financial regulation framework, especially those concerning State aid and bank resolution, as well as its flaws, including the lack of crisis management rules designed to avoid a disorderly exit of banks from the market. Finally, it looks at the main challenges facing Italy’s banking sector, i.e. recovering profitability and adjusting to changes in the production system and in technology.

JEL codes: G21, G33, G38

 Keywords:Italy’s banking sector, banking crises, bank resolution
description: PSL Quarterly Review, V. 71, N. 286 (2018)
Additional file 7 of Causal effect between gut microbiota and metabolic syndrome in European population: a bidirectional mendelian randomization study
Creators: name: Yan, Jiawu
name: Wang, Zhongyuan
name: Bao, Guojian
name: Xue, Cailin
name: Zheng, Wenxuan
name: Fu, Rao
name: Zhang, Minglu
name: Ding, Jialu
name: Yang, Fei
name: Sun, Beicheng
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Chemical Sciences not elsewhere classified
subject: Ecology
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Inorganic Chemistry
subject: FOS: Chemical sciences
subject: Computational Biology

description: Supplementary Material 7: STROBE checklist
The Evolution of Inequality in Latin America in the 21st Century: What are the patterns, drivers and causes?
Creators: name: Bogliacino, Francesco
name: Rojas Lozano, Daniel
Publisher: name: PSL Quarterly Review
Year: 2018
Subjects: subject: inequality, Latin America, income, wealth, social policy
subject: D63, H53, N16, N36, P52

description: The paper analyses the evolution of inequality for the largest economies of the Latin American region in the 21st century, with separate consideration of income and wealth. The drivers of changes in inequality and possible underlying causes are examined, including the role of the new wave of leftist governments.

The evidence reveals that income inequality decreased, though wealth inequality displayed a much less homogeneous pattern. Statistically, the decrease in inequality is associated with labour market changes, and especially with State redistribution through subsidies. Wealth inequality is mainly correlated with the change in the share of financial wealth. A possible causal interpretation is that the symbolic victories of the new left may have inflated social pressures, mostly in the presence of rents generated by the commodity boom.
description: PSL Quarterly Review, V. 71, N. 286 (2018)
Additional file 2 of Screening, assessment and diagnosis in the eating disorders: findings from a rapid review
Creators: name: Bryant, Emma
name: Spielman, Karen
name: Le, Anvi
name: Marks, Peta
name: Touyz, Stephen
name: Maguire, Sarah
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional File 2. Studies included in the Rapid Review.
Neo-Kaleckian models with financial cycles: A center-periphery framework
Creators: name: Guimarães Coelho, David
name: Perez Caldentey, Esteban
Publisher: name: PSL Quarterly Review
Year: 2018
Subjects: subject: Minsky cycles, Neo-Kaleckian model, paradox of debt, center-periphery
subject: E11, E22, E44

description: The article develops a Neo-Kaleckian model that takes into account the impact of financial cycles on demand regimes. Both the financial instability hypothesis and the paradox of debt are considered, as well as both the upward and the downward phases of the economic cycle. The baseline model is insufficient to analyze financial variables in underdeveloped countries, as it does not take into consideration the non-neutrality of international financial markets. Following a center-periphery structure, we extend the model in order to discuss how financial movements in the periphery are mainly associated with external vulnerability.

JEL codes: E11, E22, E44
Keywords: Minsky cycles, Neo-Kaleckian model, paradox of debt, center-periphery
description: PSL Quarterly Review, V. 71, N. 286 (2018)
Citizens prostheses landscapes: towards an embodied practice of landscape architecture
Creators: name: LEWIS, Alice
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 330109
subject: Landscape architecture
classificationCode: 330315
subject: Textile and fashion design
classificationCode: 461007
subject: Open access

description: 'Citizens Prostheses Landscapes' explores the capacity of an expanded landscape architecture practice to employ prosthetic extensions that engage the generative force of embodied citizen action to cultivate awareness and care for societies and ecosystems. As performative, artificial additions to the human body, prostheses are investigated as a means of approaching and working with citizens to enable situated relations and incite citizen actions that transform landscapes.
On the economics of development: A view from Latin America
Creators: name: Bacha, Edmar
Publisher: name: PSL Quarterly Review
Year: 2018
Subjects: subject: Brazil, debt crises, development economics, high inflation, income distribution, Latin America
subject: F34, J24, N16, O11, O41, O54

description: This paper surveys my research on development economics, undertaken in the context of the historical experiences of Brazil and Latin America. The research consists of academic papers, essays, economic fables, and reflections on my experiences in policy making. It spans different fields, including income distribution, industrial policies, dollar constraints and debt crises, commodity booms and coffee valorization, high inflation and stabilization policies, and Brazil’s growth record.

JEL codes: F34, J24, N16, O11, O41, O54
Keywords: Brazil, debt crises, development economics, high inflation, income distribution, Latin America
description: PSL Quarterly Review, V. 71, N. 286 (2018)
Computational speech acquisition for articulatory synthesis
Creators: name: SHITOV, Denis
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 400607
subject: Signal processing

description: Articulatory synthesis is one of the approaches used for modelling of human speech production. This thesis proposes a model-based algorithm for learning the policy to control a vocal tract of the articulatory synthesizer in a vowel-to-vowel imitation task. The proposed method does not require external training data, since the policy is learned through interactions with the vocal tract model. To improve the sample-efficiency of the learning, the model of speech production dynamics was trained simultaneously with the policy. The policy was trained in a supervised way using predictions of the model of speech production dynamics. To stabilize the training, early stopping was incorporated in the algorithm. Additionally, acoustic features were extracted using an acoustic word embedding (AWE) model. This model was trained to discriminate between different words and to enable compact encoding of acoustics while preserving contextual information of the input. Experiments showed that introducing this AWE model was crucial to guide the policy towards a near-optimal solution. These acoustic embeddings, obtained using the proposed approach, revealed to be useful when applied as inputs to the policy and the model of speech production dynamics.
Mining user-generated texts via neural classification
Creators: name: ZHANG, Shiwei
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 460501
subject: Data engineering and data science

description: The  growing  number  of  user-generated  texts  and  the  availability  of  powerful  hardware  provide researchers with an unprecedented opportunity to develop advanced deep learning-based models to analyze opinions, sentiments, attitudes and emotions; this is referred to as sentiment analysis and opinion mining.  This thesis aims to develop deep learning-based text classification techniques for mining opinions from user-generated texts such as Tweets and reviews.

In the first part of this thesis, we investigate how we can develop deep learning-based models for  Twitter  sentiment  analysis  and  opinion  mining  applications  that  lack  sufficient  training resources.  In particular, we tackle the following two research challenges:  1) to develop a fully language-independent sentiment classification approach for languages lacking sufficient training resources, and 2) to leverage cross-domain resources in attention-based neural models for irony detection that lacks sufficient training examples.  To address the first research challenge, we propose  a  character-based  convolutional  neural  network  for  language-independent  sentiment classifications.   We  experiment  with  Twitter  sentiment  datasets  in  six  different  languages. Experimental results show that our model is fully language-independent and can even work with Tweets written in mixed languages.  To address the second research question, we propose a transfer learning-based methodology for irony detection on Twitter.  Our proposed method transfers  sentiment  attentions  generated  from  external  sentiment  resources  to  an  attention-based  model,  successfully  improving  the  attention-based  model's  performance  on  detecting context incongruity in ironic Tweets.

In the second part of this thesis, we focus on mining opinions from Amazon product re-views, specifically mining product reviews to answer product questions.  The first challenge is a lack of ground truth, i.e., there is no direct association between product queries and reviews.

The second challenge is the language mismatch between questions and reviews. To address these two challenges, we propose a mixture-of-experts-based neural framework that leverages existing question and answer pairs as supervision signals,  and a pre-trained language model as the relevance function to solve the language mismatch problem.  To improve the reliability of our product question answering models, we propose a reliable product question answering framework that uses a conformal predictor as the rejection model to reject unreliable predictions.  We experiment with a huge Amazon dataset.  Experimental results show that our model can consistently find the most relevant reviews for product questions and generate more reliable predictions when the rejection model is adopted.
Additional file 1 of Neonatal jaundice detection in low-resource Mexican settings: possibilities and barriers for innovation with mobile health
Creators: name: Jiménez-Díaz, Gabriela
name: Aune, Anders
name: Elizarrarás-Rivas, Jesús
name: Gierman, Lobke M.
name: Keitsch, Martina
name: Marcuzzi, Anna
name: Infanti, Jennifer J.
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Cancer
subject: Science Policy

description: Additional file 1: Guideline for semi-structured interviews and focus group for health care workers and health administrators after testing the current version of Picterus JP in a dummy
Additional file 1 of Therapeutic recreation camps for youth with childhood-onset systemic lupus erythematosus: perceived psychosocial benefits
Creators: name: Saez, Cristina
name: Nassi, Lorien
name: Wright, Tracey
name: Makris, Una E.
name: Kramer, Justin
name: Bermas, Bonnie L.
name: Solow, E. Blair
name: Bitencourt, Nicole
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Science Policy

description: Additional file 1.
Listening for design: urban sonic experience and the sonic identity model
Creators: name: GLEESON, Sophie
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 330310
subject: Interaction and experience design
classificationCode: 360302
subject: Music composition and improvisation

description: In the last 10 years interest and activity in urban sonic design has expanded. The way we listen to, think about and understand sound determines the way we value, manage and design with it. However practitioners in the area would benefit from detailed forms of site documentation and analysis that go beyond physical sound measurement.

This Masters explores the use of the Sonic Identity Model developed by Pascal Amphoux of CRESSON (the Centre for Research on Sonic Space and Urban Environment) in the early stages of urban sonic design.

In this dissertation I provide a high-level overview of urban sonic design as a sub-domain of sound studies. I review established approaches and methods available to designers in environmental noise management, soundscape studies, urban soundscape design and sonic experience studies, and outline their differences and similarities. I investigate one urban sonic design approach in detail: the Sonic Identity Model. I comprehensively explain the methodology, examine five practitioner uses of the Model and evaluate its reported usefulness.

I then demonstrate the Model's use as a tool for understanding indoor and outdoor urban sonic environments from my subjective listening perspective. Through research-led creative practice I adapt and apply the Sonic Identity Model for use in the early stages of urban sonic design. Through three site studies I iteratively document two urban spaces, analyse the results and audio record the sites. I present high-level descriptive findings on my listening experience of each sonic environment. This field work is further informed by my attendance at workshops at CRESSON and interviews with its key researchers.

The research project concludes with three outputs: a comprehensive explanation of the Sonic Identity Model; my adaptation of the Sonic Identity Model as the Sonic Identity Practitioner Adaptation; and the documentation, analysis and description of the sonic environments of each project site. This project is applicable for practitioners in sound and environment practices including urban design, soundscape studies, urban soundscape design and environmental noise management.
Additional file 2 of Neonatal jaundice detection in low-resource Mexican settings: possibilities and barriers for innovation with mobile health
Creators: name: Jiménez-Díaz, Gabriela
name: Aune, Anders
name: Elizarrarás-Rivas, Jesús
name: Gierman, Lobke M.
name: Keitsch, Martina
name: Marcuzzi, Anna
name: Infanti, Jennifer J.
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Cancer
subject: Science Policy

description: Additional file 2: Identified codes and their corresponding CFIR domain and construct
Human Resource Management in Big Science Organizations
Creators: name: Farid, Ola Sameh
Publisher: name: Zenodo
Year: 2024

description: This research explores the unique dynamics of Human Resource Management (HRM) in Big Science Organizations (BSOs), using CERN (European Organization for Nuclear Research) and SESAME (Synchrotron-light for Experimental Science and Applications in the Middle East) as case studies. BSOs are characterized by their multidisciplinary, multinational teams working on groundbreaking scientific projects that often require decades-long collaboration.

 

The study examines how HRM strategies are tailored to address the challenges of these institutions, including:

Recruitment and Retention: Attracting top talent from diverse academic, cultural, and geographical backgrounds.Cultural and Organizational Diversity: Managing employees from a wide range of nations, fostering inclusion, and maintaining collaborative harmony.Training and Development: Providing specialized skill development to meet the demands of cutting-edge science and technology.Career Growth: Balancing long-term professional growth with project-specific roles and responsibilities.

CERN, located in Switzerland, and SESAME, based in Jordan, serve as ideal subjects due to their global reputations as centers of scientific excellence and their contrasting organizational contexts. While CERN operates as a well-established BSO with decades of experience in particle physics, SESAME represents a newer model aimed at fostering scientific cooperation in politically and culturally diverse regions.

The research highlights best practices in HRM that facilitate innovation, efficiency, and collaboration in BSOs. It also discusses how these organizations act as models for international scientific cooperation, showing how effective HRM can help bridge cultural and geopolitical divides, ultimately advancing both science and global diplomacy
Additional file 1 of Study protocol for a randomized controlled trial of the NEIVATECH virtual reality system to improve visual function in children with anisometropic amblyopia
Creators: name: Leal Vega, L.
name: Piñero, D. P.
name: Hernández Rodríguez, C. J.
name: Molina Martín, A.
name: Morales-Quezada, L.
name: Vallelado Álvarez, A. I.
name: Arenillas Lara, J. F.
name: Coco Martín, M. B.
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 111714 Mental Health
subject: FOS: Health sciences
subject: 110309 Infectious Diseases

description: Additional file 1.
UK Reproducibility Network (UKRN) Open and Transparent Research Practices Survey
Creators: name: Hughes-Noehrer, Lukas
name: Stewart, Andrew
name: Fortunato, Laura
name: Henderson, Emma
name: Farran, Emily
Publisher: name: University of Manchester
Year: 2024
Subjects: classificationCode: 440710
subject: Research, science and technology policy

description: This online resource contains the dataset, incl. its metadata, of the first UK Reproducibility Network (UKRN) Open and Transparent Research (OTRP) SurveyContents:Ethics applicationEthics letter of approvalSurvey questionnaireParticipant information sheet (PIS)Data management plan (DMP)Aggregated UKRN-wide dataset* (institutional affiliations removed)Comms letter to UKRN Institutional LeadsA codebook explaining every question and its contentREADME file containing metadata informationThe Oxford-CAH equivalence keys (matching Oxford's Research Disciplines to the Common Aggregation Hierarchy)*Should you find any parts of these results upsetting, or triggering, we have support services available such as Report and Support and Health Hero.We want to thank further people involved in shaping the survey:Iain Brennan (University of Hull), Tanita Casci (University of Oxford), Leah Maughan (Northumbria University), Marcello Maria (University of Reading), Emma Norris (Brunel), Thomas Rhys Evans (University of Greenwich), Eike Rinke (University of Leeds), Suzanne Stewart (University of Chester), Shoaib Sufi (University of Manchester) and Rhiannon Wilson (University of Bristol)NB: Datasets and code are subject to licences. Use and cite accordingly!
Additional file 1 of Assessment of risk factors of treatment discontinuation among patients on paliperidone palmitate and risperidone microspheres in France, Germany and Belgium
Creators: name: Cai, Rui
name: Decuypere, Flore
name: Chevalier, Pierre
name: Desseilles, Martin
name: Lambert, Martin
name: Fakra, Eric
name: Wimmer, Antonie
name: Guillon, Pascal
name: Pype, Stefan
name: Godet, Annabelle
name: Borgmeier, Valeria
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Cell Biology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Developmental Biology
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 1: FigureS1. Sensitivity analysis: treatmentdiscontinuation by product – patients newly initiated on paliperidone palmitateor risperidone microspheres (using a grace period of 120 days). FigureS2. Treatment discontinuation by product and percountry – patients newly initiated on paliperidone palmitate and risperidonemicrospheres. Figure S3. Treatment discontinuation by gender and per country – patientsnewly initiated on paliperidone palmitate and risperidone microspheres. FigureS4. Treatment discontinuation by previoustreatment and per country – patients newly initiated on paliperidone palmitateand risperidone microspheres. FigureS5. Treatment discontinuation by 30-day averagedose and per country – patients newly initiated on paliperidone palmitate andrisperidone microspheres. FigureS6. Treatment discontinuation by mono- andcombination therapy and per country – patients newly initiated on paliperidonepalmitate and risperidone microspheres. FigureS7. Treatment discontinuation by prescribers’specialty and per country – patients newly initiated on paliperidone palmitateand risperidone microspheres. FigureS8. Treatment discontinuation by age and percountry – patients newly initiated on paliperidone palmitate and risperidonemicrospheres. FigureS9. Sensitivity analysis: treatmentdiscontinuation by product – stable PP3M patients vs. stable PP1M patients (graceperiod: 120 days). Table S1. Patient characteristics of stable patients with PP1M and PP3M. Table S2.Univariate and multivariate Cox regression analysis of treatment discontinuationof patients with PP1M and PP3M.
sj-docx-1-raj-10.1177_21533687221140554 - Supplemental material for Reassessing the Relationship Between Mortgage Loan Investment and Crime Across Race/Ethnicity, Disadvantage, and Instability
Creators: name: Boggess, Lyndsay N.
name: Stucky, Thomas D.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 160299 Criminology not elsewhere classified
subject: FOS: Law
subject: Ethnic Studies

description: Supplemental material, sj-docx-1-raj-10.1177_21533687221140554 for Reassessing the Relationship Between Mortgage Loan Investment and Crime Across Race/Ethnicity, Disadvantage, and Instability by Lyndsay N. Boggess and Thomas D. Stucky in Race and Justice
Additional file 1 of Reconstruction of a genome-scale metabolic model and in-silico flux analysis of Aspergillus tubingensis: a non-mycotoxinogenic citric acid-producing fungus
Creators: name: Kaushal, Mehak
name: Upton, Daniel J.
name: Gupta, Jai K.
name: Wood, A. Jamie
name: Srivastava, Shireesh
Publisher: name: figshare
Year: 2024
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: Biotechnology
subject: Ecology
subject: Biological Sciences not elsewhere classified
subject: Inorganic Chemistry
subject: FOS: Chemical sciences
subject: Computational Biology

description: Additional file 1. Table of kinetic parameters used in the dFBA (Table S1); Table of a pathway-based comparison of A. tubingensis genome-scale metabolic model with two published models of A. niger (Table S2), and a figure of the annotation of the mitochondrial genome of DJU120 (Figure S1).
Additional file 1 of Oxytocin receptor gene methylation as a molecular marker for severity of depressive symptoms in affective disorder patients
Creators: name: Ludwig, Birgit
name: Carlberg, Laura
name: Kienesberger, Klemens
name: Swoboda, Patrick
name: Swoboda, Marleen M. M.
name: Bernegger, Alexandra
name: Koller, Romina
name: Inaner, Michelle
name: Fuxjäger, Monika
name: Zotter, Melanie
name: Schmelzle, Nicolas
name: Senft, Birgit
name: Meisner, Lisa
name: Fischer-Hansal, Daniela
name: Huber, Jasmin
name: Schoenthaler, Silvia
name: Kapusta, Nestor D.
name: Haslacher, Helmuth
name: Aigner, Martin
name: Weinhaeusel, Andreas
name: Kasper, Siegfried
name: Schosser, Alexandra
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Neuroscience
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 1.
Additional file 2 of Oxytocin receptor gene methylation as a molecular marker for severity of depressive symptoms in affective disorder patients
Creators: name: Ludwig, Birgit
name: Carlberg, Laura
name: Kienesberger, Klemens
name: Swoboda, Patrick
name: Swoboda, Marleen M. M.
name: Bernegger, Alexandra
name: Koller, Romina
name: Inaner, Michelle
name: Fuxjäger, Monika
name: Zotter, Melanie
name: Schmelzle, Nicolas
name: Senft, Birgit
name: Meisner, Lisa
name: Fischer-Hansal, Daniela
name: Huber, Jasmin
name: Schoenthaler, Silvia
name: Kapusta, Nestor D.
name: Haslacher, Helmuth
name: Aigner, Martin
name: Weinhaeusel, Andreas
name: Kasper, Siegfried
name: Schosser, Alexandra
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Neuroscience
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 2.
Additional file 3 of Oxytocin receptor gene methylation as a molecular marker for severity of depressive symptoms in affective disorder patients
Creators: name: Ludwig, Birgit
name: Carlberg, Laura
name: Kienesberger, Klemens
name: Swoboda, Patrick
name: Swoboda, Marleen M. M.
name: Bernegger, Alexandra
name: Koller, Romina
name: Inaner, Michelle
name: Fuxjäger, Monika
name: Zotter, Melanie
name: Schmelzle, Nicolas
name: Senft, Birgit
name: Meisner, Lisa
name: Fischer-Hansal, Daniela
name: Huber, Jasmin
name: Schoenthaler, Silvia
name: Kapusta, Nestor D.
name: Haslacher, Helmuth
name: Aigner, Martin
name: Weinhaeusel, Andreas
name: Kasper, Siegfried
name: Schosser, Alexandra
Publisher: name: figshare
Year: 2022
Subjects: subject: Medicine
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Neuroscience
subject: Cancer
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences

description: Additional file 3.
Cognitive human-machine interfaces and interactions for avionics systems
Creators: name: LIM, Yi Xiang
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 400104
subject: Avionics

description: This research project addressed the conceptual design, development, implementation and verification of a Cognitive Human-Machine Interfaces and Interactions (CHMI2) system to drive adaptive automation based on a sensing of the user's cognitive states. The adaptive automation afforded by the CHMI2 system can provide a pathway towards higher levels of human-machine teaming to support trusted autonomy. Two potential applications were considered: a Ground Control Station (GCS) supporting Multi-Unmanned Aircraft Systems (UAS) operations - the primary focus of research activities in this thesis - as well as a Virtual Pilot Assistant (VPA) system for commercial Single-Pilot operated aircraft. The core CHMI2 system was conceived to comprise three modules, namely sensing, estimation and adaptation. The sensing module consists of a suite of sensors and algorithms for observing and extracting suitable physiological features of the user. The estimation module contains models that translate the features from the sensing module into measures of the user's cognitive state. The adaptation module contains the logics that drive adaptation in the Human-Machine Interface (HMI) and system automation modes based on the estimated cognitive states. Development and test activities focused on verifying the operationality of each individual module and were followed by Human-in-the-Loop (HITL) testing of the integrated system. To support HITL testing, suitable HMI were prototyped and developed, together with suitable algorithms supporting multi-UAS and Single Pilot Operations (SPO) operations. Specifically, in the former case study, a multi-UAS simulation environment was developed along with the ground control station HMI. Multi-UAS algorithms were implemented to support search pattern generation and task allocation, as well as the management of communications, navigation and fuel subsystems. For the latter case study, standard piloting interfaces were modified to support SPO 4-Dimensional (4D) trajectory following during the descent phase, along with the guidance and control systems for generating the required 4D trajectories. A HITL verification of the CHMI2 system was performed for the multi-UAS scenario, and results reveal that the most promising physiological observables were eye tracking and cardiorespiratory observables/features, partly due to the low intrusiveness of the sensors, but also because of the relative ease of data processing and feature extraction. Eye tracking, in particular, provides features with high diagnosticity and temporal sensitivity, while heart rate and heart rate variability measures appear to have applicability to specific tasks. The CHMI2 system was found to be able to dynamically adapt the level of automation based on the inferred workload and attention of the user, supporting future development of more complex forms of CHMI2-based adaptive automation.
sj-docx-1-mdm-10.1177_0272989X221143058 – Supplemental material for Decision Curve Analysis for Personalized Treatment Choice between Multiple Options
Creators: name: Chalkou, Konstantina
name: Vickers, Andrew J.
name: Pellegrini, Fabio
name: Manca, Andrea
name: Salanti, Georgia
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111799 Public Health and Health Services not elsewhere classified
subject: 160807 Sociological Methodology and Research Methods
subject: FOS: Sociology

description: Supplemental material, sj-docx-1-mdm-10.1177_0272989X221143058 for Decision Curve Analysis for Personalized Treatment Choice between Multiple Options by Konstantina Chalkou, Andrew J. Vickers, Fabio Pellegrini, Andrea Manca and Georgia Salanti in Medical Decision Making
sj-pdf-1-psp-10.1177_01461672221137201 – Supplemental material for What Underlies the Opposition to Trans-Inclusive Policies? The Role of Concerns About Male Violence Versus Attitudes Toward Trans People
Creators: name: Morgenroth, Thekla
name: Axt, Jordan R.
name: Westgate, Erin C.
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-pdf-1-psp-10.1177_01461672221137201 for What Underlies the Opposition to Trans-Inclusive Policies? The Role of Concerns About Male Violence Versus Attitudes Toward Trans People by Thekla Morgenroth, Jordan R. Axt and Erin C. Westgate in Personality and Social Psychology Bulletin
Implementing skin cancer screening clinics in a rural community: A case study of diffusion theory
Creators: name: Lynch, Brigid
Publisher: name: CQUniversity
Year: 2022
Subjects: subject: 111799 Public Health and Health Services not elsewhere classified
subject: FOS: Health sciences
subject: 111712 Health Promotion

description: Skin cancer screening clinics were introduced into a number of towns throughout Queensland as part of the Melanoma Screening Trial (MST), a study investigating the efficacy of screening for melanoma. The MST requires 60% of these towns' populations aged over 30 years to be screened for melanoma within a three year intervention phase. The aim of this case study is to assess the relationship between Rogers' (1995) diffusion of innovations and the health promotion strategies implemented to encourage attendance at skin cancer screening clinics. Data were obtained from a number of sources, including administrative files, progress reports, interviews and focus groups and were positioned within a comparative theory/practice matrix. Pattern matching logic was used to assess the relationship between the health promotion strategies and the theoretical construct of diffusion of innovations. All components of diffusion of innovations (Rogers, 1995) were addressed by the health promotion strategies encouraging attendance at the skin cancer screening clinics. The delivery of the skin cancer screening clinics was in accordance with principles identified by past diffusion research. The skin cancer screening clinics conformed to most predictors of diffusion success and were delivered within a "real" environment, as suggested by past community -based interventions. A number of changes to existing health promotion strategies and the addition of some new strategies have been suggested to improve the rate of diffusion of skin cancer screening clinics in the future.
Additional file 2 of Reform of the first year of medical studies and diversification of student profiles in France: an unmet need?
Creators: name: Khanna, Raoul K.
name: Blanchard, Emmanuelle
name: Pasco, Jeremy
name: Diot, Patrice
name: Angoulvant, Denis
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Supplementary Material 2. Results in relation to the baccalaureate (time frame and level) (Due to *2022 baccalaureate reform, stream identification was unavailable).
Computational modelling of graphene oxide and amyloidogenic protein amylin
Creators: name: PENG, Enxi
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 400399
subject: Biomedical engineering not elsewhere classified

description: Detailed understanding of the interactions between nanomaterials and biological molecules is crucial for the development of novel materials in modern medicine for targeted drug delivery and novel therapeutics. On the other hand, the incorporation of various nanomaterials into everyday life is equally as progressive, which could lead to potential adverse implications on biological systems. Recent studies have suggested that some carbon-based nanoparticles can promote, and others can inhibit fibril formation of amyloidogenic peptides and proteins. These types of proteins can misfold and aggregate leading to the accumulation of insoluble fibril-like structures, which have been linked to diseases such as Alzheimer's, atherosclerosis and type-II diabetes. The mechanisms of interactions that render these nanomaterials as inhibiting or promoting of amyloid formation remain unclear. However, with the aid of advanced computational resources, it is now possible to explore the conformational features and dynamical interactions of proteins with complex nanomaterials at atomistic details and time scales inaccessible by experiments. In order to explore the interactions of proteins with nanomaterials it is important we have a detailed understanding of the dynamical behaviour and properties of the individual systems first. With this in mind, theoretical computational approaches were utilised to investigate the structures and dynamics of the amyloidogenic protein amylin and Graphene Oxide (GO).
The heavens and the heartbeat: the telescope and the observer, as sights of revelation, awe and wonder
Creators: name: ARMSTRONG, Daniel
Publisher: name: RMIT University
Year: 2024
Subjects: classificationCode: 360102
subject: Art history
classificationCode: 360103
subject: Art theory
classificationCode: 360104
subject: Visual cultures
classificationCode: 360602
subject: Fine arts
classificationCode: 360603
subject: Performance art
classificationCode: 360604
subject: Photography, video and lens-based practice
classificationCode: 360699
subject: Visual arts not elsewhere classified
classificationCode: 500204
subject: History and philosophy of science

description: This creative research project arises out of a deep curiosity to understand what it means to look into a telescope and observe other worldly and awe-inspiring visions of the night sky.

The invention of the telescope in the early 1600s marked the start of a new conception of the cosmos and the capacity for instrumental empiricism to transcend the limitations of the eye and the body. This new tool of optical visualisation augmented human perception revealing that which was previously remote and invisible. The technical development of the telescope over time has produced deeper and more expansive visualisations of the universe, enriching artistic cosmography in parallel. However, the presence of the eye is no longer immediate as contemporary imaging technologies are remote and reliant on digital sensors. The rise and fall of the cosmological eye has occurred in a span of less than 400 years. In contemporary culture visualisations of the heavens are disseminated and mediated through various electronic and digital technologies, such as tablet applications and via the Internet. These modes of communication render images of the celestial as re-representations or virtual artefacts. While these provide extraordinary access to visual information, the experience of location-based corporeal engagement via the optical phenomena of the telescope invokes a unique, personal and visceral sense of wonder, which algorithmic and virtual artefacts do not. Therefore, there is opportunity to contribute to the creative discourse regarding the nexus between the telescope, the celestial and the observer from a poetic, subjective and philosophical perspective arises. This has led me to reflect on specific histories and personal, childhood experiences, while also incorporating various optical phenomena as a means of creating corporeal engagement.

The development of this project includes text and image-based historical research and referencing, along with a review of contemporary artists working with related concepts and praxis. Through conducting fieldwork, including artist-in-residences at various astronomical observatories, experiments with optical phenomena and imaging technologies and the design and fabrication of objects this project has resulted in an installation of quasi-optical instruments, each affording an experiential engagement with astronomical phenomena, images and procedures that invoke awe and wonder of the cosmos in new ways.
Additional file 3 of Reform of the first year of medical studies and diversification of student profiles in France: an unmet need?
Creators: name: Khanna, Raoul K.
name: Blanchard, Emmanuelle
name: Pasco, Jeremy
name: Diot, Patrice
name: Angoulvant, Denis
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Supplementary Material 3. Breakdown of enrolled students based on parental domicile. The proportions of students originating from the six territories within the Centre-Val de Loire region for each year are presented.
Fabrication and Characterization of Nanoscale Needle Specimens in a Cryogenic Environment.
Creators: name: ZHANG, SHUO
Publisher: name: Monash University
Year: 2022
Subjects: classificationCode: 401799
subject: Mechanical engineering not elsewhere classified
classificationCode: 320203
subject: Clinical microbiology

description: This thesis aims to develop an approach to fabricate vitreous ice-needle tips with ~150 nm diameters at the cryogenic temperature (< -155 ℃), for the high-resolution characterisations while preserving the hydrated samples such as biological specimens in their near-native state. The nanoscale tip geometry allows high-resolution characterisations such as atom probe tomography (APT), which can provide 3-D chemical composition maps with a near-atomic resolution. A coating technique has also been developed to produce a nanoscale electrically conductive coating layer at the tip geometry to facilitate the characterisations. This study paves the way for near-atomic APT imaging of biological cells in their near-native state.
sj-docx-3-cpx-10.1177_21677026221131309 – Supplemental material for A Meta-Analysis of the Relationship Between Worry and Rumination
Creators: name: Stade, Elizabeth C.
name: Ruscio, Ayelet Meron
Publisher: name: SAGE Journals
Year: 2022
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology

description: Supplemental material, sj-docx-3-cpx-10.1177_21677026221131309 for A Meta-Analysis of the Relationship Between Worry and Rumination by Elizabeth C. Stade and Ayelet Meron Ruscio in Clinical Psychological Science