ArticleFrontiers in toxicology2026
From prediction to adaptation: rethinking the epistemic role of inhalation toxicology.
Article in Frontiers in toxicology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Who cites it
1 citing paper in PubMed.
- Combined trauma and toxic inhalation in war and disaster medicine: alveolar-capillary barrier failure and respiratory countermeasures.Critical care (London, England) · 2026Review
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1 author.
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Abstract
Inhalation toxicology has long aimed to predict the health effects of airborne substances before exposure occurs, relying on stable dose-response relationships and well-characterized hazards. This approach becomes increasingly limited when confronted with emerging materials, complex mixtures, and dynamic exposure scenarios, where key mechanisms and variables are not fully known in advance. In this Perspective, we propose reframing inhalation toxicology from a predictive toward an adaptive science, in which experimental and computational systems are designed to rapidly generate and integrate information under conditions of uncertainty. We outline how flexible
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