ArticleOne earth (Cambridge, Mass.)2023
Integrated data-driven cross-disciplinary framework to prevent chemical water pollution.
Article in One earth (Cambridge, Mass.), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
8 citing papers in PubMed.
- Environmental Science at a Transformational Crossroads: Two Decades of the "National Conference on Environmental Chemistry" and the Future of New Pollutants Research.Environment & health (Washington, D.C.) · 2026Review
- A concept for the molecular design of readily treatable chemicals.RSC sustainability · 2026Review
- PFAS Toxicity: What's True, What's Not, and What Really Matters.Environmental science & technology · 2026Review
- A Hazard-Based Approach Enables the Efficient Identification of Chemicals of Concern in Plastics.Environmental science & technology · 2025Review
- Mapping the chemical complexity of plastics.Nature · 2025Article
- Elevated PFAS Precursors in Septage and Residential Pump Stations.Environmental science & technology letters · 2025Article
- From "forever chemicals" to fluorine-free alternatives.Science (New York, N.Y.) · 2024Article
- Should Transformation Products Change the Way We Manage Chemicals?Environmental science & technology · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Access to a clean and healthy environment is a human right and a prerequisite for maintaining a sustainable ecosystem. Experts across domains along the chemical life cycle have traditionally operated in isolation, leading to limited connectivity between upstream chemical innovation to downstream development of water-treatment technologies. This fragmented and historically reactive approach to managing emerging contaminants has resulted in significant externalized societal costs. Herein, we propose an integrated data-driven framework to foster proactive action across domains to effectively address chemical water pollution. By implementing this integrated framework, it will not only enhance the capabilities of experts in their respective fields but also create opportunities for novel approaches that yield co-benefits across multiple domains. To successfully operationalize the integrated framework, several concerted efforts are warranted, including adopting open and FAIR (findable, accessible, interoperable, and reusable) data practices, developing common knowledge bases/platforms, and staying vigilant against new substance "properties" of concern.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.