Artificial intelligence (AI) is increasingly being explored as a tool to support clinical decision-making, yet its real-world performance in pediatric diagnosis remains unclear. Now, a Pediatric Investigation study using authentic clinical cases reports that advanced AI models outperform clinicians in diagnostic accuracy, particularly for rare diseases, while a combined human-AI approach achieves the highest overall success. The findings highlight the potential of AI as a complementary tool to improve diagnostic precision and patient outcomes.

A hidden world of microbial competition exists within the soil, where bacteria battle for resources and survival. Central to this is the ability of some microbes, known as exoelectrogens, to transfer electrons outside their cells to minerals like iron oxides, a process vital for nutrient cycling. For decades, scientific attention has focused on "strong" exoelectrogens like Geobacter, renowned for their efficiency. A new investigation by scientists at the Guangdong Academy of Sciences, including Baoli Qin, Yu Huang, and Yundang Wu, reveals how a common soil component—dissolved organic matter (DOM)—dramatically alters this competitive landscape, giving an advantage to a vast, previously overlooked group of "weak" exoelectrogens.

A team of scientists in India has quantified the substantial environmental and economic advantages of integrating fruit trees into agricultural landscapes. The investigation, led by researchers from Banaras Hindu University, Banda University of Agriculture and Technology, and Dr YS Parmar University of Horticulture and Forestry, demonstrates that fruit-based agroforestry offers a potent strategy for climate change mitigation and improves livelihood security for farmers in resource-scarce semi-arid regions.

A collaborative team of scientists has developed a highly stable and cost-effective nanoparticle catalyst, derived from spent coffee grounds, that demonstrates exceptional efficacy in removing organic pollutants from both water and soil. The innovative material, named Co-CGBC-700, features core-shell cobalt nitride and cobalt nanoparticles uniformly dispersed on biochar, effectively addressing the long-standing challenge of catalyst stability and metal leaching in environmental remediation processes. This advancement presents a promising pathway for sustainable pollution control.

Scientists from Panjab University in India have developed a novel approach to simultaneously manage an invasive tree species and improve agricultural productivity. A new investigation demonstrates that biochar, a charcoal-like substance, created from the leaf litter of the invasive paper mulberry tree (Broussonetia papyrifera) significantly enhances the growth of mung beans (Vigna radiata). The research, led by Ipsa Gupta and Daizy R. Batish, explored two different application methods—a solid powder mixed into soil and a liquid water extract—revealing distinct benefits for crop development and soil quality.

Returning rice straw to the soil after harvest is a globally recognized strategy to enhance soil fertility and reduce agricultural waste. A new field investigation led by scientists at the Institute of Soil Science, Chinese Academy of Sciences, now provides a detailed picture of how this practice affects the chemistry of paddy water. The team examined the influence of straw returning on the natural, light-driven degradation of imidacloprid, a widely used insecticide. Their findings reveal that while straw helps cleanse the water of the parent pesticide, it also leads to the formation of new, potentially more hazardous compounds.