The Deadly Details: How Clear and Complete Are Publicly Available Sources of Human Rabies Information? by Natalie Patane, Owen Eades, Jennifer Morris, Olivia Mac, Kirsten McCaffery, Sarah L. McGuinness

“…An analysis of 22 resources found a median readability of grade 13 (range: 10–15), with a mean understandability of 66% and mean actionability of 60%; both below recommended thresholds. …”
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Enhancing Accessibility in Public Spaces: A Computational Study of Hatirjheel Lakefront Using Space Syntax by Sharif Tousif Hossain, Baqer Al-Ramadan, Muhammad Bilal, Hamad Ahmed Altuwaijri

“…This study contributes to urban planning by providing actionable insights to optimize accessibility in public spaces, supporting recreational and economic activities. …”
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Towards Transparent Diabetes Prediction: Combining AutoML and Explainable AI for Improved Clinical Insights by Raza Hasan, Vishal Dattana, Salman Mahmood, Saqib Hussain

“…These methods enable transparent and actionable predictions, supporting clinical decision-making. …”
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DNA alterations in ovarian adult granulosa cell tumours: A scoping review protocol. by Sven Karstensen, Karsten Kaiser, Caroline Moos, Tim Svenstrup Poulsen, Kirsten Jochumsen, Claus Høgdall, Finn Lauszus, Estrid Høgdall

“…This scoping review protocol aims to systematically map the current evidence and identify knowledge gaps regarding DNA alterations, actionable variations and prognostic biomarkers in aGCT.…”
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Return Strategies of Competing E-Sellers: Return Freight Insurance vs. Return Pickup Services by Qiyuan Li, Yanli Fang, Yan Chen

“…The equilibrium outcomes are shaped by misfit probability differences, consumer hassle costs, and cost structures, offering actionable insights into optimizing return strategies in competitive e-commerce environments. …”
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Enhancing Environmental Control in Broiler Production: Retrieval-Augmented Generation for Improved Decision-Making with Large Language Models by Marcus Vinicius Leite, Jair Minoro Abe, Marcos Leandro Hoffmann Souza, Irenilza de Alencar Nääs

“…This study contributes to the field by advancing RAG-enhanced LLMs for environmental control, addressing market demands by demonstrating how AI improves decision-making for productivity and animal welfare, and benefits society by providing small-scale producers with cost-effective and accessible solutions for actionable insights.…”
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Specialists Triaging Referrals to eConsult: a feasibility study including acceptability and impact of providing advice on primary health care providers by Ridha Ali, Geetha Mukerji, Susan Humphrey-Murto, Clare Liddy, Heather Lochnan, Erin Keely

“…To assess PCP opinions on safety (advice was clearly identified and actionable) and acceptability (comfort in patient not seeing a specialist, additional time burden and support for expansion) two surveys, one for those referrals triaged to advice only and another for those triaged to advice and appointment, were faxed 14 days after the referral response. …”
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MyPlate for Dysphagia by Jamila R. Lepore, Nancy J. Gal, Wendy J. Dahl

“…Resources and tools at ChooseMyPlate.gov that provide clear, actionable information about how to make better food choices can be easily adapted for persons with swallowing difficulties (dysphagia) that require texture-modified foods. …”
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MyPlate for Dysphagia by Jamila R. Lepore, Nancy J. Gal, Wendy J. Dahl

“…Resources and tools at ChooseMyPlate.gov that provide clear, actionable information about how to make better food choices can be easily adapted for persons with swallowing difficulties (dysphagia) that require texture-modified foods. …”
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School Governance and Secondary School Performance in Ndorwa County Kabale District Uganda. by Kyomuhangi, Hope

“…The findings aim to provide actionable insights for improving governance practices and educational outcomes in the region.…”
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A two-step machine learning approach for predictive maintenance and anomaly detection in environmental sensor systems by Saiprasad Potharaju, Ravi Kumar Tirandasu, Swapnali N. Tambe, Devyani Bhamare Jadhav, Dudla Anil Kumar, Shanmuk Srinivas Amiripalli

“…Such an approach addresses a critical gap, transforming raw, unlabeled IoT sensor data into actionable insights for predictive maintenance. This methodology provides a scalable and robust real-time anomaly detection and sensor fault prediction methodology that greatly enhances the reliability of the environmental monitoring systems and advances the intelligent infrastructure management. • Combines Isolation Forest for anomaly labeling and supervised models for anomaly prediction. • Scalable and adaptable for diverse IoT applications for environmental monitoring. • Provides actionable insights through anomaly visualization, revealing patterns in sensor performance.…”
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Leveraging LLMs and wearables to provide personalized recommendations for enhancing student well-being and academic performance through a proof of concept by Arfan Ahmed, Sarah Aziz, Alaa Abd-alrazaq, Rawan AlSaad, Javaid Sheikh

“…Validator scoring assessed the clarity, actionability, and alignment of recommendations with student data. …”
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Strategic planning for smart cities: a case study of Maribor's transformation based on existing strategies by Vito Bobek, Boštjan Štuhec, Lea-Marija Colarič-Jakše, Tatjana Horvat

“…Results: Key findings emphasize the need for infrastructural upgrades, public-private partnerships, and community engagement, offering actionable recommendations for sustainable urban development.…”
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Adapting Ensemble‐Calibration Techniques to Probabilistic Solar‐Wind Forecasting by N. O. Edward‐Inatimi, M. J. Owens, L. Barnard, H. Turner, M. Marsh, S. Gonzi, M. Lang, P. Riley

“…Additionally, we explored statistical post‐processing to correct over‐confidence bias, improving forecast actionability. However, this method, applied post‐run, does not affect the solar‐wind state used to propagate CMEs. …”
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Impact of Controlled Environment Agriculture (CEA) in Nigeria, a Review of the Future of Farming in Africa by Mabel Adaeze Nwanojuo, Christian Kosisochukwu Anumudu, Helen Onyeaka

“…Cross-country comparisons with South Africa and Kenya reveal actionable insights for Nigeria’s CEA implementation such as South Africa’s public-private partnerships and Kenya’s solar-powered vertical farms which can serve as actionable blueprints for Nigeria’s CEA adoption and expansion. …”
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Optimising the secondary use of primary care prescribing data to improve quality of care: a qualitative analysis by Robert A Verheij, Niek Klazinga, Erica Barbazza, Lotte Ramerman, Dionne Kringos

“…Prioritising data linkages is critical towards more actionable use.…”
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Understanding barriers to veterinary involvement in dairy calf health management by Kristen Y. Edwards, Angel Abuelo, Stephen J. LeBlanc, Trevor J. DeVries, Michael A. Steele, Joao H. C. Costa, David L. Renaud

“…Incomplete records was the most common reason for not reviewing records (60% of respondents) and why actionable recommendations were made less frequently than “most of the time” (67% of respondents). …”
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Leveraging Substitute Teachers as Educational Leaders by Marcedes Butler

“…This study proposes actionable solutions, including substitute profile systems, comprehensive onboarding programs, and structured mentorship initiatives. …”
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Guiding organizations in the digital era: Tools and metrics for success by Italo C Fantozzi, Jan Olhager, Charlotta Johnsson, Massimiliano M Schiraldi

“…The study’s originality lies in its comprehensive and actionable framework, validated through empirical data and aligned with international standards, offering practical tools for businesses navigating digital transformation.…”
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Integrating ICT in education: A scoping review of pre-service teachers' ICT beliefs. by Honghuan Li

“…This scoping review aims to map the current understanding of pre-service teachers' beliefs about ICT, identify critical research gaps, and provide actionable insights for teacher education policy and practice. …”
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