The effect of an ISBAR-based clinical supervision model during handover on clinical decision-making and self-efficacy of nursing internship students: a quasi-experimental study by Faezeh Gheisari, Sedigheh Farzi, Mohammad Javad Tarrahi, Tahere Momeni-Ghaleghasemi, Saba Farzi, Fateme Nazari, Reza Tajmir riahi

“…Objective This study aimed to investigate the impact of an ISBAR-based Clinical Supervision Model (CSM) during handover on clinical decision-making and self-efficacy in nursing internship students. …”
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Comparative evaluation of artificial intelligence models GPT-4 and GPT-3.5 in clinical decision-making in sports surgery and physiotherapy: a cross-sectional study by Sönmez Saglam, Veysel Uludag, Zekeriya Okan Karaduman, Mehmet Arıcan, Mücahid Osman Yücel, Raşit Emin Dalaslan

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Multi-Stage Simulation of Residents’ Disaster Risk Perception and Decision-Making Behavior: An Exploratory Study on Large Language Model-Driven Social–Cognitive Agent Framework by Xinjie Zhao, Hao Wang, Chengxiao Dai, Jiacheng Tang, Kaixin Deng, Zhihua Zhong, Fanying Kong, Shiyun Wang, So Morikawa

“…These constraints hinder our ability to develop comprehensive models that capture the dynamic, context-sensitive nature of disaster decision-making. …”
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Lattice-Based Decision Models for Green Urban Development: Insights from $$L_{q}*$$ L q ∗ q-Rung Orthopair Multi-fuzzy Soft Set by Vimala Jayakumar, Mahalakshmi Pethaperumal, Nasreen Kausar, Dragan Pamucar, Vladimir Simic, Mohammed Abdullah Salman

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Effect of Uncertainty-Aware AI Models on Pharmacists’ Reaction Time and Decision-Making in a Web-Based Mock Medication Verification Task: Randomized Controlled Trial by Corey Lester, Brigid Rowell, Yifan Zheng, Zoe Co, Vincent Marshall, Jin Yong Kim, Qiyuan Chen, Raed Kontar, X Jessie Yang

“…Uncertainty-aware AI presents the model’s confidence in its decision alongside its prediction, whereas black-box AI only provides a prediction. …”
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O47: Fine-tuned large language models on clinical notes and structured ICD-10 codes facilitate making genetic test decisions for rare diseases by Quan Nguyen, Cong Liu, Ian Campbell, Chunhua Weng, Kai Wang

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Presenting a multi-objective decision-making model for cost-time trade-off considering the time value of money and solving it using particle swarm optimization by Mohammadreza Shahriari

“…To achieve this, a bi-objective mathematical model is developed to support decision-makers in selecting the optimal schedule for project execution.Methodology: In this study, a bi-objective mathematical model is proposed to balance cost and time, incorporating a nonlinear cost function and the time value of money. …”
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Clinicians’ perceptions of a mobile app decision-aid for improving patient compression stocking adherence: a qualitative descriptive approach guided by the technology acceptance model by Laila Bar, Rachel Wenke, Darryn Marks, Susan Brandis

“…Abstract Background A novel mobile app decision-aid was developed to improve patient adherence to compression stockings and was tested in a tertiary hospital outpatient clinic, demonstrating improved adherence in the intervention group compared to usual care. …”
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Model Kepemimpinan Transformasional dan Kontribusinya terhadap Proses Decision Making dan Peningkatan Kinerja Guru di MA Ar-Ridlo Pekuncen Kabupaten Banyumas by Fatimah Assegaf

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Caregivers and multidisciplinary team members’ perspectives on shared decision making in Duchenne muscular dystrophy: A qualitative study by Elise Schoefs, Thomas Desmet, Evelyn Lerinckx, Liesbeth De Waele, Sam Geuens, Conny Pelicaen, Luc Meeus, Steven Simoens, Chantal Van Audenhove, Mieke Mommen, Rosanne Janssens, Isabelle Huys

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Optimal Decision-Making in a Green Supply Chain Duopoly: A Comparative Analysis of Subsidy Strategies with Data-Driven Marketing by Yao Yao, Shaoqing Geng, Jianhui Chen, Feng Shen, Huajun Tang

“…In the current context of severe environmental challenges and climate change, the low-carbon green development model has become an international consensus. This study establishes a green supply chain duopoly competition model, considering two types of government subsidies and data-driven marketing (DDM) to help achieve supply chain development. …”
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Strategic Planning Model in Higher Education using Neutrosophic Z Numbers by Luis León Gómez, Hortencio Flores Flores, Adán Humberto Estela Estela, Manuel Cesar Vildoso Villegas, Juvita Dina Soto Hilario, Virgilio Vildoso Gonzales, Abarca Arias Yessika Madelaine

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Clustering digital mental health perceptions using transformer-based models by Ayodeji O.J. Ibitoye, Oladosu O. Oladimeji, Oluwaseyi F. Afe

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An optimisation approach for capacity planning: modelling insights and empirical findings from a tactical perspective by Andréa Nunes Carvalho, Luiz Felipe Scavarda, Fabricio Oliveira

“…The issues discussed herein raise new insights to better understand the practical results that can be achieved through the proposed model. The topics presented include the modelling of objectives, the representation of the production process and the costing approach, as well as findings regarding managerial decisions and the scope of action considered. …”
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Predicting potential biomass production by geospatial modelling: The case study of citrus in a Mediterranean area by G.A. Catalano, P.R. D'Urso, C. Arcidiacono

“…The methodology combines Geographic Information System (GIS) tools, for data interpolation and map overlays, with Software for Assisted Habitat Modelling (SAHM) for local level simulations.The results of the different models showed accurate and spatially coherent predictions, with AUC values ranging from 0.85 to 0.90, and highest potentialities in the northern and eastern regions of the study area. …”
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Assessing the reliability of species distribution models under changing environments: A case study on cetaceans in the North-East Atlantic by Rémi Pigeault, Matthieu Authier, Nadya C. Ramirez-Martinez, Auriane Virgili, Steve C.V. Geelhoed, Jan Haelters, Maite Louzao, Camilo Saaveedra, Anita Gilles

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FORECASTING FUTURE PUBLIC TRANSPORT MODE CHOICE BEHAVIOUR OF COMMUTERS IN BAHRAIN USING LOGIT AND CLASSIFICATION TREE MODELS: A COMPARATIVE STUDY by Marwa JAZI, Uneb GAZDER, Mudassar ARSALAN, Mohammed Raza MEHDI

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Parental acceptance of novel children's medical syringes and their influencing factors by Su Wen Luo, Peng Rui Yang

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Large Language Models in Medicine: Clinical Applications, Technical Challenges, and Ethical Considerations by Kyu-Hwan Jung

“…Results LLMs have potential in clinical documentation assistance, decision support, patient communication, and workflow optimization. …”
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Exploring the suitability of piecewise-linear dynamical system models for cognitive neural dynamics by Jiemin Wu, Boateng Asamoah, Zhaodan Kong, Zhaodan Kong, Jochen Ditterich, Jochen Ditterich, Jochen Ditterich

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