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Guideline evidence on self-harm risk tools is described as uncertain
Critical analysis of NICE self-harm guidelines' methodological limitations, examining evidence gaps in risk assessment tool recommendations and the role of committee judgment versus empirical data.
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Indonesian journal governance is increasingly standards-based and digital
Analysis of how Indonesian government policies shape scientific journal governance through regulatory frameworks, quality assurance, publication ethics, and digital infrastructure systems.
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PP-DSC improved tracking in open areas, with mixed industrial results
PP-DSC algorithm enhances autonomous robot trajectory tracking with adaptive steering control and Fire and Explosion Index-based safety integration for chemical plant deployment.
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Art-science collaboration explores climate modelling and ecoliteracy
An art-science collaboration examines how immersive installations and data visualizations engage publics with climate modelling and forest ecology, linking visual literacy to ecoliteracy development.
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AI-assisted qualitative analysis shifts from coding to dialogue
Framework replacing traditional coding with iterative dialogue between researchers and language models for qualitative analysis, grounded in hermeneutic epistemology.
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Physics-guided machine learning improved waveform prediction under sparse data
Physics-guided machine learning framework predicts quasi-isentropic waveforms from sparse data, achieving 96% accuracy and reducing computational resource requirements for material design.
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Teacher motivation most strongly predicted student achievement
Analysis of how teacher motivation, school leadership, and parental involvement predict student achievement in Hawassa secondary schools, Ethiopia.
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PAD-S frames psychotherapy micro-decisions as safety-gated steps
Framework formalizes how therapists rapidly assess patient capacity and calibrate intervention intensity using four observable signals and safety-gated decision rules in psychotherapy.
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Review describes peer review denials, burdens, and navigation
Comprehensive review of insurance peer review processes, examining how prior authorization and peer-to-peer reviews impact physicians, patients, and healthcare quality.
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LLM consensus pipeline reduced review filtering effort
Pipeline using multiple language models and consensus voting to reduce manual effort in systematic literature review screening, with human oversight through visual analytics.
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Intermedial interference shapes audiovisual composition
Practice-based research investigating intermedial interference in electroacoustic audiovisual composition, proposing compositional methodologies and theoretical frameworks for sound-image integration.
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ISSA 5000 standardizes sustainability assurance across jurisdictions
ISSA 5000 establishes the first international standard for sustainability assurance, providing a unified framework for credible, comparable reporting across jurisdictions and professional contexts.
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Men sought more advice and did better in the residency match
Study reveals how gender differences in help-seeking behavior affect medical residency matching outcomes, showing men seek more independent advice about algorithms than women, leading to better.
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Belarus agroindustry model links import substitution with exports
Research examining localized import-substituting exports stimulation model in Belarusian agroindustry, analyzing SLISE as offensive strategy reorienting domestic markets toward export preparation.
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Adaptive music generation improved emotional matching
Emotion-Conditioned Deep Reinforcement Learning framework for adaptive music generation. Achieves 98% emotion mapping accuracy with 280ms real-time responsiveness, enabling dynamic musical.
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Innovation is linked to firm participation in global value chains
Examine how product and process innovations drive global value chain participation among firms in Vietnam using World Bank Enterprise Survey data and probit modeling analysis.
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Preventive maintenance reduces rural water point downtime
Markov decision process optimization of communal water pump maintenance in rural sub-Saharan Africa demonstrates 41% average downtime reduction through preventive maintenance integration.
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Standardized framework aims to improve NHIS population surveillance
Standardized statistical framework for National Health Interview Survey analyses to improve methodological consistency, enable cross-study comparisons, and strengthen population health.
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Former inspectors help map PCAOB inspection phases
Synthesis of PCAOB inspection research and former inspector interviews into phase-based framework for audit oversight of global network firms, addressing transparency and consistency concerns.
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A three-part model links literary reading to cognition and culture
Three-dimensional model integrating discourse processing, embodied cognition, and shared conceptualisations to explain literary reading processes and reader cognitive-emotional engagement with texts.