Text Templates Research Articles

34 Improving language concordant care in the paediatric emergency department

Abstract Background Paediatric patients and families with limited English proficiency (LEP) experience worse health outcomes. Use of professional medical interpreter services (IS) helps ensure that all patients receive high quality care, regardless of their preferred language of communication. Objectives The aim of this quality improvement (QI) study was to improve language concordant care within a paediatric emergency department (ED) in downtown Toronto by increasing the rate of over-the-phone interpreter use by 50% by July 2024 and to understand common reasons for interpreter non-use. Design/Methods Using the model for improvement, we assembled an interdisciplinary team that included physicians, ED registration clerks, triage nurses, and language services staff to understand current workflow and develop targeted interventions aimed at addressing key drivers through multiple plan-do-study-act (PDSA) cycles. Interventions included introduction of a standardized script to capture language preference at ED registration, EMR-integrated preferred language notification and smart text template in provider notes for standardized IS use or non-use documentation, and departmental education. Our primary outcome measure was rate of over-the-phone IS use for all ED visits. Process measures were rate of EMR documentation of patients and caregivers with non-English language preference (NELP) and rate of provider documentation of IS use or non-use. Balancing measures included time to provider initial assessment (PIA) and ED length of stay. Results The baseline period (November 2022-April 2023) revealed an over-the-phone IS rate of 5.2% for all ED visits. The initial results from the first 6 months of the intervention period demonstrated an increase in physician documentation of IS use or non-use in patients with NELP, from 10% to 76%. Additionally, 18.6% of patients or caregivers with NELP had IS use per provider notes. Over the next 9 months of the intervention period, special cause variation is anticipated in the rate of IS use and rate of EMR documentation of NELP. The most common reasons for IS non-use were: ‘deemed unnecessary by provider’, ‘declined by family’ and ‘use of family member/friend as interpreter’. There was no change in PIA or ED length of stay for patients with NELP. Conclusion This QI initiative increased consistent provider documentation of IS use in ED patient records in one of the most linguistically diverse cities in the world. Future efforts will focus on exploring additional ways to capture language preference beyond registration, facilitating IS use in the ED, and addressing top reasons for non-use of IS in patients and caregivers with NELP.

TCohPrompt: task-coherent prompt-oriented fine-tuning for relation extraction

Prompt-tuning has emerged as a promising approach for improving the performance of classification tasks by converting them into masked language modeling problems through the insertion of text templates. Despite its considerable success, applying this approach to relation extraction is challenging. Predicting the relation, often expressed as a specific word or phrase between two entities, usually requires creating mappings from these terms to an existing lexicon and introducing extra learnable parameters. This can lead to a decrease in coherence between the pre-training task and fine-tuning. To address this issue, we propose a novel method for prompt-tuning in relation extraction, aiming to enhance the coherence between fine-tuning and pre-training tasks. Specifically, we avoid the need for a suitable relation word by converting the relation into relational semantic keywords, which are representative phrases that encapsulate the essence of the relation. Moreover, we employ a composite loss function that optimizes the model at both token and relation levels. Our approach incorporates the masked language modeling (MLM) loss and the entity pair constraint loss for predicted tokens. For relation level optimization, we use both the cross-entropy loss and TransE. Extensive experimental results on four datasets demonstrate that our method significantly improves performance in relation extraction tasks. The results show an average improvement of approximately 1.6 points in F1 metrics compared to the current state-of-the-art model. Codes are released at https://github.com/12138yx/TCohPrompt.

A Cancelable Biometric System Based on Deep Style Transfer and Symmetry Check for Double-Phase User Authentication

In recent times, there has been a noticeable increase in the application of human biometrics for user authentication in various domains, such as online banking. However, the use of biometric systems poses security risks and the potential for misuse, primarily due to the storage of original templates in databases. To tackle this issue, the concept of cancelable biometrics has emerged as a reliable method utilizing one-way encryption. Several algorithms have been developed to implement cancelable biometrics, incorporating visual representations of single or multiple biometrics. This research proposes a cancelable biometric system that utilizes deep learning techniques to generate two encrypted modalities, namely text and image, using facial and fingerprint biometrics acquired from a smartphone. The system consists of two main stages: a visual encoder and a text encoder. The visual encoder converts the fingerprint style into a facial representation, creating a cancelable template to ensure the potential for cancelation. The resulting visual template is then processed by the text encoder, which employs hashing techniques to generate a corresponding text template. User authentication is automatically verified by utilizing the generated templates through Siamese networks.

Corrigendum: Triple bottom line aspects and sustainable supply chain resilience: a structural equation modelling approach

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Corrigendum: Displacement of the scholar? Participatory action research under COVID-19

• please read through all the templates before choosing • pick the most relevant text template(s) from the following page and delete all others.• edit the text as necessary, ensuring that the original incorrect text is included for the record, please see the below. • please do not use any extra formatting when editing the templates, and only modify the red text unless absolutely necessary • submit to Frontiers following the instructions on this page.When the original text contained incorrect information, to preserve the scientific record, please include that text when editing the below templates. For example:There was a mistake in the Funding statement, an incorrect number was used. The correct number is "2015C03Bd051.". The publisher apologizes for this mistake.The original version of this article has been updated.In the published article, there was a mistake in the Funding statement. The funding statement for the Key Development Project of the Department of Science and Technology was displayed as "2015CBd051". The correct statement is "Key Development Project of Department of Science and Technology (2015C03Bd051).'' Template continues on the next page 

Corrigendum: Equivalent of distribution network with distributed photovoltaics for electromechanical transient study based on user-defined modeling

• please read through all the templates before choosing • pick the most relevant text template(s) from the following page and delete all others.• edit the text as necessary, ensuring that the original incorrect text is included for the record, please see the below. • please do not use any extra formatting when editing the templates, and only modify the red text unless absolutely necessary • submit to Frontiers following the instructions on this page.When the original text contained incorrect information, to preserve the scientific record, please include that text when editing the below templates. For example:There was a mistake in the Funding statement, an incorrect number was used. The correct number is "2015C03Bd051.". The publisher apologizes for this mistake.The original version of this article has been updated.In the published article, there was a mistake in the Funding statement. The funding statement for the Key Development Project of the Department of Science and Technology was displayed as "2015CBd051". The correct statement is "Key Development Project of Department of Science and Technology (2015C03Bd051).'' Template continues on the next page 

Corrigendum: Annexation in right-wing Israeli discourse—The case of Ribonut

• please read through all the templates before choosing • pick the most relevant text template(s) from the following page and delete all others.• edit the text as necessary, ensuring that the original incorrect text is included for the record, please see the below. • please do not use any extra formatting when editing the templates, and only modify the red text unless absolutely necessary • submit to Frontiers following the instructions on this page.In the published article, "Annexation in right-wing Israeli discourse-The case of Ribonut," The corrected sentence appears below: "[Avi Bell, a Professor of law at Israel's national religious Bar-Ilan University and a senior fellow at the Kohelet think tank, in 2017 advocated incorporating all of Judea and Samaria with the same legal authority and techniques used with respect to East Jerusalem and the Golan heights.]" 9.State the mistake which was made: [p. 10 col. 2 line 4 delete "However," "there are" should be There are"].

Structured SRS for e-Government Services With Boilerplate Design and Interface

There are many projects being carried out to develop e-Government applications. In order to develop an efficient application, a proper requirements specification is strictly required. However, in the case of improper requirements specifications, errors are unavoidable for the developed applications. Therefore, it is necessary to use a model to determine the quality of software requirements. In the literature, several studies have been presented to propose a quality model for software requirements. Yet, there is no study on the development of a quality model for software requirements in Turkish language. Thus, the purpose of this study is to propose a quality assessment model of Software Requirements Specification (SRS) in Turkish language for e-Government applications. The proposed model aims at defining common texts and confirming that the sentences used in writing SRS are developed within an assured structure in order to minimize and standardize the errors originating from natural language. For this purpose, a model based on the Rupp’s boilerplate is created that allows the analyst or requirements engineer to accurately enter the requirements statements. In this study, an interface (webpage) is also created so that the model may match requirements with common text templates, compute similarity values, and also may insert the requirements, regulatory documents, and user requirements into the template in a more convenient format. In order to evaluate the proposed model, the sentences in the 32 documents, including 843 requirements, were adapted to the model. Then, the usability of the model was validated by the requirement engineers serving in a Government service. According to the results, it is concluded that the proposed model is applicable, and is able to improve the quality of SRS in Turkish language for e-Government applications.

Corrigendum: Cooperate or not with knowledge-advantaged ENGO: Motivating supplier environmental responsibility of competitive core enterprises

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Corrigendum: Nano-sonosensitized sonodynamic nanomedicine augments tumor-selective catalytic tumor eradication

• please read through all the templates before choosing • pick the most relevant text template(s) from the following page and delete all others.• edit the text as necessary, ensuring that the original incorrect text is included for the record, please see the below. • please do not use any extra formatting when editing the templates, and only modify the red text unless absolutely necessary • submit to Frontiers following the instructions on this page.When the original text contained incorrect information, to preserve the scientific record, please include that text when editing the below templates. For example:There was a mistake in the Funding statement, an incorrect number was used. The correct number is "2015C03Bd051.". The publisher apologizes for this mistake.The original version of this article has been updated.In the published article, there was a mistake in the Funding statement.

Corrigendum: Bio-optical properties of the Brazilian Abrolhos Bank’s shallow coral-reef waters

• please read through all the templates before choosing • pick the most relevant text template(s) from the following page and delete all others.• edit the text as necessary, ensuring that the original incorrect text is included for the record, please see the below. • please do not use any extra formatting when editing the templates, and only modify the red text unless absolutely necessary • submit to Frontiers following the instructions on this page.When the original text contained incorrect information, to preserve the scientific record, please include that text when editing the below templates. For example:There was a mistake in the Funding statement, an incorrect number was used. The correct number is "2015C03Bd051.". The publisher apologizes for this mistake.The original version of this article has been updated.In the published article, there was a mistake in the Funding statement.

Corrigendum: Assessment of the oceanic channel dynamics responsible for the IOD-ENSO precursory teleconnection in CMIP5 climate models

• please read through all the templates before choosing• pick the most relevant text template(s) from the following page and delete all others.• edit the text as necessary, ensuring that the original incorrect text is included for the record, please see the below.• please do not use any extra formatting when editing the templates, and only modify the red text unless absolutely necessary• submit to Frontiers following the instructions on this page.When the original text contained incorrect information, to preserve the scientific record, please include that text when editing the below templates.There was a mistake in the Funding statement, an incorrect number was used. The correct number is "2015C03Bd051.". The publisher apologizes for this mistake.The original version of this article has been updated.Corrigendum on: Xu T, Yuan D and Wang J (2022) Assessment of the oceanic channel dynamics responsible for the IOD-ENSO precursory teleconnection in CMIP5 climate models. Front. Clim. 4:996343. doi: 10.3389/fclim.2022.996343 In the published article, there was an error regarding the affiliations for Dongliang Yuan. As well as having affiliations, they should have Affiliation as follows:Tengfei Xu 1,2,3 , Dongliang Yuan 4,1,2,3* and Jing Wang 4Template continues on the next page

Corrigendum: Current status and trends of research on microplastic fugacity characteristics and pollution levels in mangrove wetlands

• please read through all the templates before choosing• pick the most relevant text template(s) from the following page and delete all others.• edit the text as necessary, ensuring that the original incorrect text is included for the record, please see the below.• please do not use any extra formatting when editing the templates, and only modify the red text unless absolutely necessary • submit to Frontiers following the instructions on this page.When the original text contained incorrect information, to preserve the scientific record, please include that text when editing the below templates.There was a mistake in the Funding statement, an incorrect number was used. The correct number is "2015C03Bd051.". The publisher apologizes for this mistake.The original version of this article has been updated.In the published article, there was a mistake in the Funding statement. The funding statement for the Key Development Project of the Department of Science and Technology was displayed as "2015CBd051". The correct statement is "Key Development Project of Department of Science and Technology (2015C03Bd051).''In the published article, there was an error in the legend for [Figure 1, Figure 2

Corrigendum: Formation of calcium chloride brines in volcaniclastic-rich sediments

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Corrigendum: The influence of foreign direct investment and tourism on carbon emission in China

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Corrigendum: What affects China’s high-tech industry land misallocation: Government behavior or enterprise behavior?

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Corrigendum: Advection and composition of Dinophysis spp. populations along the European Atlantic shelf

• please read through all the templates before choosing • pick the most relevant text template(s) from the following page and delete all others. • edit the text as necessary, ensuring that the original incorrect text is included for the record, please see the below. • please do not use any extra formatting when editing the templates, and only modify the red text unless absolutely necessary • submit to Frontiers following the instructions on this page.When the original text contained incorrect information, to preserve the scientific record, please include that text when editing the below templates. For example:There was a mistake in the Funding statement, an incorrect number was used. The correct number is "2015C03Bd051.". The publisher apologizes for this mistake.The original version of this article has been updated.In the published article, there was a mistake in the Funding statement.

Enhancing a Rehabilitation Pathway for Pediatric Heart Transplant Recipients: An Improvement Project to Increase Adherence, Satisfaction, and Outcomes

Aims To refine a cardiac rehabilitation pathway for pediatric heart transplant recipients; assess clinician knowledge and adherence to the program; and evaluate patient outcomes. Methods The center has utilized a rehabilitation pathway for pediatric heart transplant recipients. Challenges in practice include access to centers, lack of data tracing, and adherence to the pathway. The quality initiative focused on program refinements: implementation of text templates to improve data collection, collection of the Pediatric Cardiac Quality of Life Inventory (PCQLI), Functional Independence Measure (WeeFIM) and Child Occupational Self-Assessment (COSA), development of an outreach program, and creation of an educational program for therapists to increase content knowledge and improve clinician satisfaction. Results In the evaluation of rehabilitation follow-up post-transplant, there was no statistical significance between the pre- and post-implementation groups. After the implementation of the refined pathway, there was an increase in the completion of the six-minute walk test post-transplant (p = 0.048). Clinicians’ responses post educational session noted familiarity with the pathway (88%), documentation (78.8%), and outcome measures (97%). Results of outcomes noted improvement in six-minute walk distances and a decrease in the rate of perceived exertion post-transplant. To ensure future pathway adherence, clinical support should be implemented, and key players identified to maintain sustainability.

Corrigendum: Before Rice and the First Rice: Archaeobotanical Study in Ha Long Bay, Northern Vietnam

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Information support for decision making in problem situation description

Objectives. The problem of automating the user information support in decision making system at the stage of describing the problem situation is solved. The relevance of the problem is associated with the need to collect and process significant amounts of information, since in the presence of a large number of factors, a person's capabilities are often insufficient to search and organize the necessary information.When solving the problem of user information support at the stage of describing the problem situation, three main goals are pursued: building a mathematical model of the corresponding processes; formalization of the set of basic concepts of the model; development of the algorithms for implementation of user interaction with the information system.Methods. Methods of set theory, probability theory and graph theory are used.Results. A mathematical model of user information support at the stage of describing a problem situation has been developed. In the process of interacting with the user, the system suggests special templates of sentences and texts for filling. Along with templates, the user receives help texts from the system. They are generated on the basis of the previously developed model of knowledge representation in the form of verbal associations, that is, semantic links between words and phrases corresponding to associative relationships between the entities they designate in the real world.Conclusion. As an implementation of the proposed model, the following algorithms have been developed: an algorithm for creating a dictionary of communicative fragments; algorithms for creating fragment-slot templates for sentences, texts and subject areas; an algorithm of user information support. The vocabulary of communicative fragments is created in four steps in accordance with their formal definition. At each step, four conditions from the given definition are tested sequentially. Fragment-slot templates of sentences are formed by replacing their basic communicative fragments with slots, and text templates - as tuples of templates of their sentences. Fragment-slot templates of subject areas are created in the form of implementation of binary relations reductions on the sets of sentence templates from the corresponding thematic text corpora. Each thematic body of texts defines a certain subject area.