Model: MaxNoichl/discipline-bert-modern-large_v02
Author: MaxNoichl
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, modernbert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:7828, loss:TripletLoss, arxiv:1908.10084, arxiv:1703.07737, base_model:answerdotai/ModernBERT-large, base_model:finetune:answerdotai/ModernBERT-large, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: answerdotai/ModernBERT-large
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:7828, loss:TripletLoss
base_model: answerdotai/ModernBERT-large
widget: source_sentence: Pleural effusion is a frequently observed lesion in the course of respiratory diseases such as inflammatory process and cancer metastasis. Its cause may be either tuberculosis (the most common extrapulmonary location is the pleura) and malignant disease of the pleura. Confirmation of tuberculosis is often troublesome. The primary site of cancer may be als difficult to find despite the application of difficult diagnostic methods. Below we present history of -year old female in whom carcinomatous cells and positive result of PCR for Mycobacterium tuberculosis in pleural fluid were discovered simultaneously suggesting the tuberculosis and cancer of unknown primary origin.
sentences: Coronaviruses are a large family of viruses that cause illness ranging from mild to severe symptoms. Coronaviruses are known to cause diseases that cause severe symptoms such as Middle East Respiratory Syndrome (MERS) and Severe Acute Respiratory Syndrome (SARS). This study aims to determine the factors related to compliance with the use of personal protective equipment by health workers during the COVID- pandemic at Bahteramas Hospital, Southeast Sulawesi province in . This study used a case control design. The population in this study were health workers at Bahtermas Hospital totaling health workers. The sample in this study amounted to respondents consisting of groups of health workers. Sampling using the Lemeshow formula. The results showed that based on the results of the chis square test, the P-value of the knowledge variable was , the Attitude variable, a P-Value of was obtained and the PPE availability variable was a P-Value of . From the research samples used, it can be concluded that the Knowledge, Attitude and availability of PPE are related to compliance with the use of PPE by health workes during the COVID- pandemic at Bahteramas Hospital, Southeast Sulawesi Province., Recent developments in treatment have steadily raised the median predicted age of survival for people with Cystic Fibrosis (CF). We report the health-related quality of life (HRQoL) in CF adult patients and correlate our findings with the patients' demographic characteristics.The Cystic Fibrosis Quality of Life (CFQoL) questionnaire was answered by CF adult patients. The questionnaire included questions pertaining to age, sex and level of education and covered eight sections of functioning.The highest score was reported in the "Social Functioning" section, while the lowest in the "Concerns for the Future" section. When different age groups were compared, statistical significances were reported in "Physical Functioning", "Interpersonal Relationships", and the "Career Concerns" section, with older patients reporting statistically higher HRQoL scores than younger ones (p < ). No statistically significant difference was reported amongst the scoring between male and female CF patients. When different educational levels were compared, patients that had received a higher educational training scored statistically higher in all but one sections of the questionnaire when compared with patients of a lower educational level (p < ).More than half Greek adult CF patients report that they are capable to participate in social activities but most of them are worried about the outcome of their disease and its effect on their lives., BACKGROUND: The global amount of investment in companies developing artificial intelligence (AI)-based software technologies for medical diagnostics reached million in , rose to million in , and is expected to continue growing. While software manufacturing companies should comply with existing clinical, bioethical, legal, and methodological frameworks and standards, there is a lack of uniform national and international standards and protocols for testing and monitoring AI-based software. AIM: This objective of this study is to develop a universal methodology for testing and monitoring AI-based software for medical diagnostics, with the aim of improving its quality and implementing its integration into practical healthcare. MATERIALS AND METHODS: The research process involved an analytical phase in which a literature review was conducted on the PubMed and eLibrary databases. The practical stage included the approbation of the developed methodology within the framework of an experiment focused on the use of innovative technologies in the field of computer vision to analyze medical images and further application in the health care system of the city of Moscow. RESULTS: A methodology for testing and monitoring AI-based software for medical diagnostics has been developed, aimed at improving its quality and introducing it into practical healthcare. The methodology consists of seven stages: self-testing, functional testing, calibration testing, technological monitoring, clinical monitoring, feedback, and refinement. CONCLUSION: Distinctive features of the methodology include its cyclical stages of monitoring and software development, leading to continuous improvement of its quality, the presence of detailed requirements for the results of the software work, and the participation of doctors in software evaluation. The methodology will allow software developers to achieve significant outcomes and demonstrate achievements across various areas. It also empowers users to make informed and confident choices among software options that have passed an independent and comprehensive quality check., source_sentence: Abstract The molecule based bilayer system composed of hard Ni [Fe(CN) ] nH O and soft Ni [Cr(CN) ] nH O ferromagnetic Prussian blue analogues has been fabricated on a solid substrate by "layer by layer" deposition. The structure and morphology characterization as well as results of magnetic measurements are described. The thickness of the bilayer is ca. nm including a nm interface. This bilayer system shows anisotropic magnetic properties reflected in the shape of magnetic hysteresis measured in various film orientation with respect to the direction of external magnetic field. There is no exchange interaction between hard and soft magnetic layer and irrespective of bilayer orientation, the magnetization and demagnetization process of both Ni [Fe(CN) ] nH O and Ni [Cr(CN) ] nH O layers occurs independently.
sentences: Previous articleNext article No AccessBook ReviewsThe Gospel According to Renan: Reading, Writing, and Religion in Nineteenth-Century France. By Robert D. Priest. Oxford Historical Monographs. Edited by P. Clavin et al.Oxford: Oxford University Press, . Pp. xii+ . . La vie de Jesus de Renan: La fabrique d'un best-seller. By Nathalie Richard.Rennes: Presses Universitaires de Rennes, . Pp. . .Stephane GersonStephane GersonNew York University Search for more articles by this author PDFPDF PLUSFull Text Add to favoritesDownload CitationTrack CitationsPermissionsReprints Share onFacebookTwitterLinkedInRedditEmail SectionsMoreDetailsFiguresReferencesCited by The Journal of Modern History Volume , Number 0September Article DOIhttps://doi.org/ . Views: 00Total views on this site For permission to reuse, please contact [email protected]PDF download Crossref reports no articles citing this article., Purpose The purpose of this paper is to present a case study describing a collaboration with Last Mile Health, a non-governmental organization, to develop a framework to inform its community healthcare networks in remote Liberia. Design/methodology/approach The authors detail the process of using the unique problem setting and available data to inform modeling and solution approaches. Findings The authors show how the characteristics of the Liberian setting can be used to develop a two-tier modeling framework. Given the operating constraints and remote setting the authors are able to model the problem as a special case of the location-routing problem that is computationally simple to solve. The results of the models applied to three districts of Liberia are discussed, as well as the collaborative process of the multidisciplinary team. Originality/value Importantly, the authors describe how the problem setting can enable the development of a properly scoped model that is implementable in practice. Thus the authors provide a case study that bridges the gap between theory and practice., Abstract Poor electrical conductivities, structural instabilities and long synthesis procedures, limit the application of metal organic frameworks (MOFs) in energy storage systems. In the present work, we synthesize a cobaltbenzene tricarboxylic acid based MOF (CoBTC MOF) via two different approaches i. e. solvothermal route and mechanochemical grinding for its utility in energy storage. When characterized structurally and electrochemically, the CoBTC MOF synthesized by mechanochemical method is found to be superior because of large surface area, enhanced porosity/diffusion process through MOF and structural robustness along with less time requirement. Further, its hybrid composite with graphene nanosheets (CoBTC MOF/GNS) was prepared for its performance as a supercapacitor material. The characterization reveals the formation of sandwich structure where CoBTC MOF rods (thickness ranging from to m) are placed in between GNS. This arrangement has resulted into high specific capacitance of F.g at current density of A.g in M KOH electrolyte along with excellent capacitance retention up to % after charge/discharge cycles. Also, a symmetric supercapacitor has been assembled for practical application of CoBTC MOF/GNS which demonstrates specific capacitance of F.g with high energy density and power density of Wh.kg and W.kg respectively, along with % retention of initial capacitance after chargedischarge cycles., source_sentence: Patients with cancer are at increased risk of venous thromboembolism (VTE). Risk assessment models can help identifying high-risk populations that might benefit from primary thromboprophylaxis. Currently, the Khorana score is suggested to select patients for primary thromboprophylaxis. However, risk stratification with the Khorana-score remains imperfect, which led to the development of subsequent clinical risk assessment models (PROTECHT-, CONKO-, ONKOTEV-, TiCat-, COMPASS-CAT-score). Further, recently, a simplified, personalized risk prediction tool for cancer-associated VTE, incorporating cancer type and D-Dimer levels has been proposed by Pabinger et al. (CATSCORE). Also, novel models have been designed specifically for specific tumour types, such as lung cancer (ROADMAP-CAT), gynaecological cancer (THROMBOGYN), lymphoma (THROLY), or multiple myeloma (SAVED-; IMPEDE VTE-score). In the present narrative review, we comprehensively summarize available data on currently available risk assessment models for VTE in patients with cancer, provide a critical discussion on their clinical utility, and give an outlook towards future developments.
sentences: Besides the cancer itself, venous thromboembolism (VTE) is the leading cause of death in cancer patients receiving outpatient chemotherapy (CT). Data on VTE development and impact on treatment course and outcome in real-life NSCLC patients receiving immune check-point inhibitors (ICI) is currently sparse. More knowledge within this area is warranted due to the emerging use of ICI in clinical practice. To quantify risk of VTE and recurrent VTE in NSCLC patients receiving ICI. Explore the clinical impact of VTE on ICI course and survival and explore potential risk factors for VTE. Patients with advanced/metastatic NSCLC treated with an immune checkpoint inhibitor (ICI) at the University Hospital of Odense, Denmark during were identified and data gathered retrospectively from electronic medical records (n = ). All patients had finished ICI at the time of data-cut off. Baseline Khorana Score (KRS) was calculated within one week prior to ICI initiation. Based on follow-up data cumulative incidence of VTE and its impact on outcome and survival was performed using Kaplan Meier and cox-regression hazard estimation. Risk of VTE was % during ICI and % at any time point after ICI initiation. Cumulative incidence rates of VTE at , , and months after first ICI was %, %, % and % respectively. Median time to VTE during ICI was months [IQR .0]. Having VTE during ICI lead to discontinuation of ICI in % of cases, most due to fatal PE. History of VTE before onset of ICI was a significant risk factor for recurrent VTE during ICI ( % within this subgroup) despite use of anticoagulant therapy. The incidence and impact of VTE during ICI for real-life NSCLC patients is not negligible with almost % developing VTE leading to termination of further ICI in the majority of cases - many due to fatal PE. The risk of recurrent anticoagulant resistant VTE in patients with known VTE during ICI is also considerable, which calls for better management and prevention of VTE including development of treatment specific VTE risk assessment models., In September , the New York Supreme Court, Second District, reversed a decision made by the Division of Human Rights for a dentist to pay a patient in compensatory damages. The agency ruled that disability-based discrimination is prohibited in places of public accommodation. The state Supreme Court, however, found that dental offices are not places of public accommodation as defined by the state human rights law. The Division of Human Rights plans to appeal the ruling to the New York Court of Appeals, citing case law which supports the proposition that private medical offices are places of public accommodation., Hemoglobin concentrations in endometriotic cyst fluids have been found to be associated with distinct clinical manifestations, such as pelvic pain and infertility, as well as with malignant transformation. However, the measurement of the hemoglobin concentration in cyst fluid is an invasive procedure. The present study aimed to evaluate the usefulness of visible and nearinfrared interactance spectroscopy as a noninvasive technique for estimating the hemoglobin concentration in endometriotic cystic fluid. Optical fibers were directly placed onto sliced raw pork (up to 00mmthick as an anatomical barrier on the cyst's surface) that covers a cuvette containing hemoglobin solution or endometriotic cyst fluid. Partial least square regression based on the second derivative using visible and nearinfrared interactance spectroscopy (wavelength region, nm) was used to estimate the hemoglobin concentration. The samples were categorized into the evaluation sets (i.e., calibration set) to create calibration curves and test sets (i.e., validation set) to validate equations. The cyst fluid at mm of pork thickness achieved a high correlation between actual and predicted hemoglobin concentrations (calibration (R0= ) and validation (R0= ) data). However, the correlation slightly decreased at 00mm pork thickness (i.e., calibration (R0= ) and validation (R0= ) data). Interactance spectroscopy may thus be a noninvasive tool which can be used to estimate the hemoglobin concentration in endometriotic cyst fluid when the anatomical barrier is mm. This technology is a reliable modality for predicting the severity of dysmenorrhea and infertility, as well as malignant transformation, in a number of patients with endometriotic cysts. Such quantitative optical spectroscopic imaging technologies may enable the accurate diagnosis of the pathological processes in endometriotic cysts in clinical practice., source_sentence: Numerous industries provide investors with various funding options in today's rapidly evolving business and technology landscape. One particularly intriguing area in this regard is investment. Investment refers to allocating cash into various assets for a specific duration to generate profits, such as income or capital appreciation. Infrastructure development has led to the management of several industries, including property and real estate. Property can stimulate other economic sectors by providing employment opportunities and enhancing overall societal well-being. This is further bolstered by the rapid growth of the property sector, driven by the consistent availability of land and the rising public demand for housing and office spaces. Based on the data results, it is evident that there was an upsurge in demand for property and real estate in . In contrast, production was sluggish expansion across all industries during the Covid- pandemic. Share prices will rise with increased demand and fall with less demand. This is evident in the company's effective management of shareholders. Financial reports are crucial for the company's future. Financial report data can be utilized as a decisive factor in decision-making. By assessing the financial performance of PT. Alam Sutera Reality Tbk, PT. Bumi Serpong Tbk, and PT. Bekasi Fajar Industri Estate Tbk, investors can make well-informed investment decisions. The liquid or illiquid ratio, which is based on the company's debt-to-equity ratio, current ratio, net profit margin, and total asset turnover, can be calculated to complete this assessment.
sentences: Fraud in accounting reporting is one of the factors that need to consider in presenting quality financial reports. Based on the existing phenomena, this study investigates accounting fraud that is suspected to be influenced by Good Corporate Governance (GCG), compliance with accounting rules to present financial reports and information asymmetry, and internal control. Testing the hypotheses secondary data from BUMN listed on the Jakarta Stock Exchange is used to test the allegations. Testing the hypothesis proposed using a quantitative approach with a sample of BUMNs listed on the Jakarta Stock Exchange. The calculation results show that all the proposed hypotheses are empirically proven. This condition indicates that accounting fraud to be influenced by Good Corporate Governance (GCG), adherence to accounting rules for the presentation of financial statements and information asymmetry, and internal control., The number of multilingual signs in Japan was increasing rapidly; however, there were still disputes over the information of signs, such as low recognition of information and language selection, etc. In this case, this study was carried out.BR The purpose of the study was to define benchmarks for foreigner-friendly multilingual signs. Moreover, the possibility of how Chinese information was marked in the multilingual signs of Japanese Tourist Attractions was explored.BR The research contents and results were as follows. Firstly, the representative tourist attractions in Tokyo were surveyed on the spot and photographed for record. Secondly, the data from the fieldwork were organized into charts and graphs and analyzed for multilingual markers. Thirdly, through interviews with H Tourism Association in Tokyo, some issues with the signs of the current situation of scenic spots were revealed. Fourthly, from the perspective of the characteristics of Chinese language and the thinking method about Chinese characters, the field surveys and interviews about the need for a large area of multilingual information marking in signs were analyzed. The possibility of marking Chinese messages in signs of Tourist Attractions in Japan was discussed.BR Guidance signs and induction signs were more informative, and the information was generally presented in words rather than sentences. If adopted together with non-verbal communication such as map and diagram, the Chinese characters in the guidance signs and induction signs of historical scenic spots with a high proportion of Chinese characters could be omitted.BR So far, there have been many studies on the issue of multilingual signs from the perspective of fonts and layout. What's more, from this new perspective on language features, the issue of multilingual signs was explored in this study. It was expected that the results of this research can be applied into practice in practical projects., Dialect Recognition Systems (DRS) are systems that group dialects, according to similar acoustic features found in dialect regions. The speaker's age, gender, and dialect characteristics negatively affect the performance of speech recognition systems. To handle dialect differences, dialect recognition systems can be integrated into speech recognition systems. By determining the spoken dialect, the system can be switched to the corresponding speech recognition model. There is no dataset that can be used for Turkish automatic dialect recognition systems. In this study, it is thought that this deficiency should be eliminated in some way. In addition, an experimental study has been carried out to classify the generated data set by convolutional neural networks. The resulting % accuracy is satisfactory., source_sentence: The social sciences have long shown that health is not born of pure biology, empirically (re)centred the social and material causes of disease, and affirmed the subjective experiences of disease. Disputed both in popular and academic discourses, social health has variously attempted to stress the social aspects of health. Existing conceptions remain analytically limited as they are predominantly used as descriptors for populational health. This article theorises social health as an analytical lens for making sense of the relations, affects and events where health unfolds and comes into expression. Drawing on social practice theory, feminist care ethics and posthumanism this conceptual paper re-imagines how social health might be conceived as lived social practices anchored in care. Care within our framework acknowledges the unavoidable interdependency foundational to the existence of beings and stresses the 'know how' and embodied practices of care in the mundane in order to emphasise that care itself is absolutely integral to the maintenance of social health. The article argues that health needs to be understood as a verb intrinsically (re)made in and through social contexts and structures and comprised of meaningful, human-human and human-non-human interactions. Ultimately, in theorising social health through mundane care practices, we hope to open up research to making sense of how the doing of health unfolds inside often banal, patterned forms of social activity. Such taken-for-granted social practices exemplify the often overlooked lived realities that comprise our health. To understand health in its own right, we argue, these everyday practices need to be interrogated.
sentences: This paper proposes a methodology to create an interpretable fuzzy model for monthly rainfall time series prediction. The proposed methodology incorporates the advantages of artificial neural network, fuzzy logic and genetic algorithm. In the first step, the differences between the time series data are calculated and they are used to define the interval between the membership functions of a Mamdani-type fuzzy inference system. Next, artificial neural network is used to develop the model from input-output data and the established model is then used to extract the fuzzy rules. The parameters of the created fuzzy model are then optimized by using genetic algorithm. The proposed model was applied to eight monthly rainfall time series data in the northeast region of Thailand. The experimental results showed that the proposed model provided satisfactory prediction accuracy when compared to other commonly-used prediction models. Due to the interpretability nature of the model, human analysts can gain insight knowledge of the data to be modeled., A dB dynamic range and cm spatial resolution tunable photon-counting optical time-domain reflectometer (PC-OTDR) is presented along with a Field Programmable Gate Array (FPGA)-based detection management system that allows several regions of the fiber to be interrogated by the same optical pulse, increasing the data acquisition rate when compared to previous solutions. The optical pulse generation is implemented by a tunable figure- passive mode-locked laser providing pulses with the desired bandwidth and center wavelength for WDM applications in the C-band. The acquisition rate is limited by the afterpulse effect and dead time of the employed gated avalanche single-photon detectors. The devised acquisition system not only allows for centimeter-resolution monitoring of fiber links as long as km in under minutes but is also readily adapted to any other photon-counting strategy for increased acquisition rate. The system provides a -fold decrease in acquisition times when compared with state-of-the-art solutions, allowing affordable times in centimeter-resolution long-distance fiber measurements., Care has been theorised in relationship to eating disorders as a central consideration across diagnoses. In the context of avoidant restrictive food intake disorder (ARFID) specifically, there is room to further develop the nuances around layers of care involved in working towards well-being. In this paper, we engage with the stories of caregivers of people with ARFID, exploring their pathways to care (or lack thereof) through the healthcare system in Aotearoa New Zealand. We explore the material, affective and relational aspects of care and care-seeking, engaging with the power and politics of care as it flows through care-seeking assemblages. Using postqualitative methods of analysis, we discuss how while participants were seeking care, they received (or, at times, did not receive) treatment, and unpack how care and treatment are not always synonymous. We work up extracts from parents' stories surrounding their caring for their children and how their actions were, at times, interpreted in ways that made them feel blame and shame rather than care. Participants' stories also offer glimmers of care within a resource-strapped healthcare system, which invite us to consider the potentiality of a relational ethics of care as an assemblage-shifting moment.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy
model-index: name: SentenceTransformer based on answerdotai/ModernBERT-large
results: task: type: triplet
name: Triplet
dataset: name: modernBERT
type: modernBERT
metrics: type: cosine_accuracy
value: 0.9846547314578005
name: Cosine Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: modernBERT disciplines
type: modernBERT_disciplines
metrics: type: cosine_accuracy
value: 0.9789272030651341
name: Cosine Accuracy
verified: no
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Created: 2024-12-26 17:40:02