For every paper on this page, at least one of the original authors has seen our plain-language explanation and engaged with it — either confirming it reads accurately or requesting corrections that we then applied. An endorsement does not mean the authors formally approve every sentence, but it does mean the explanation has passed the eyes of the people who wrote the paper.

1336 papers reviewed by authors · 431–440 / 1336

📄 health systems and quality improvement

Healthcare Worker Preparedness for Snakebite Management in Selected Zambian Hospitals: An Exploratory Study

Despite high self-reported confidence, an exploratory study of 21 healthcare workers in seven Zambian hospitals reveals critical gaps in snakebite management preparedness, characterized by a lack of formal training, poor awareness of national guidelines, and low utilization of treatment protocols.

Chimfwembe, K., Uppal, A., Tianyi, F., Hamapa, A., Hangulu, L.2026-07-19✓ Author reviewed ⓘ
🔬 physics

Generalization of Rayleigh's high-frequency theory for the 2D Helmholtz equation in a half-space subject to a radiation condition at infinity and a Dirichlet condition on a 1D periodically-uneven boundary

This paper revisits and generalizes Lord Rayleigh's 1896 high-frequency perturbation theory for the 2D Helmholtz equation, correcting and extending his method to provide explicit solutions for wave diffraction by arbitrarily shaped, periodically uneven impenetrable boundaries under arbitrary angles of incidence.

Armand Wirgin2026-07-17✓ Author reviewed ⓘ
💬 NLP

MAPS: Modeling Co-Existing Subjective Perspectives and Shared Meaning in Multi-Agent Cognitive Dialogue

The paper introduces MAPS, a novel multi-agent framework that balances individual subjective perspectives with shared meaning in dialogue by utilizing domain-weighted profiles, dynamic memory, and interpretable attention, thereby enabling cognitively distinct agents to achieve semantic alignment without sacrificing diversity.

Molood Arman, Clément Bonnafous2026-07-17✓ Author reviewed ⓘ
⚛️ high-energy theory

Revisiting Data Quality Control and Multiple-star Modeling in Wide Binary Gravity Tests: Confirmation of MOND-type Gravitational Anomaly at Low Acceleration

This paper confirms the existence of a MOND-type gravitational anomaly in wide binary stars at low accelerations by demonstrating that rigorous data quality control and realistic modeling of multiple-star systems cannot eliminate the observed deviation from standard gravity, attributing conflicting previous results to calibration biases, unaccounted selection effects, or insufficient statistics.

Kyu-Hyun Chae, Youngsub Yoon2026-07-17✓ Author reviewed ⓘ
📄 social science

Transformational Leadership and Youth Employability in Ethiopian Tvet: A Meta-Ethnographic Systematic Review of Industry Linkages, Cooperative Training, and Skills Development

This meta-ethnographic review of Ethiopian TVET reveals that transformational leadership indirectly influences youth employability by shaping the quality of industry linkages, which are often hindered by institutional constraints and a vision–practice decoupling, ultimately necessitating a context-dependent TL–ILC framework to bridge the gap between policy and implementation.

Ashenaf Argata Yona2026-07-17✓ Author reviewed ⓘ
💻 computer science

DeepSeek for Pathology Report Understanding: A Benchmark Study of Cancer Type Extraction, AJCC Staging, and Prognosis Prediction

This benchmark study demonstrates that while DeepSeek models effectively extract cancer types and predict AJCC stages from 952 unstructured pathology reports, DeepSeek-extracted structured variables did not significantly improve prognosis prediction under the evaluated framework compared with using the original pathology report text directly, supporting a hybrid architecture that leverages DeepSeek for information extraction and staging while relying on traditional machine learning for outcome modeling.

Mohamed Kone, Gaoussou Haidara, Chao Hou, Shulin Wang2026-07-17✓ Author reviewed ⓘ
🔬 physics

Generation of bright quantum high-order harmonic driven by combined coherent and bright squeezed vacuum light

This study demonstrates that combining strong coherent and weak bright squeezed vacuum lasers to drive high-order harmonic generation in atomic gas enables the creation of bright quantum high-order harmonics, where macroscopic propagation effects and gas pressure modulate the phase and quantum properties of the resulting attosecond bursts, paving the way for attosecond quantum spectroscopy.

Sizuo Luo, Wentao Wang, Yaoshun Sun, Liyuan Wang, Lingrui Hu, Dajun Ding, Xiangyu Tang, Mingxuan Li, Jianmin Yuan2026-07-17✓ Author reviewed ⓘ
⚡ electrical engineering

Learning Analytics-Driven Personalized Exercise Prescriptions in Secondary School Physical Education: A Quasi-Experimental Evaluation of an AI-Supported Formative Assessment System

This quasi-experimental study demonstrates that an AI-supported, learning analytics-driven system significantly improves secondary school physical education outcomes by delivering personalized exercise prescriptions and actionable feedback, with the greatest benefits observed among students with lower baseline fitness levels.

bingbing shao, jing su, yongrong zhang, chuan fu2026-07-17✓ Author reviewed ⓘ