ArticleNature2025
A foundation model for the Earth system.
Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 33 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
33 citing papers in PubMed.
- Global warming amplifies atmospheric formaldehyde exposure and widens spatial inequality.Eco-Environment & Health · 2026Article
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- TF-STNet: A Time-Frequency Dual-Branch Spatiotemporal Network for NWP-to-Station Bias Correction.Entropy (Basel, Switzerland) · 2026Article
- Bridging the weather and climate divide with artificial intelligence.Nature communications · 2026Review
- A deep learning model for predicting daily PMScience advances · 2026Article
- A chemistry-informed deep learning network for mitigating the stratospheric OH data gap.Science advances · 2026Article
- Article
- Explainable machine learning for climate change attribution and hotspot identification: spatial cross-validation analysis in South Asian Region.Scientific reports · 2026Article
- Data-driven global ocean model resolving atmospherically forced ocean dynamics.Science advances · 2026Article
- Tropical basin interactions reduce spring predictability barrier of ENSO in a deep learning model.Science advances · 2026Article
- AI-Discovered Cognitive Models Reveal Novel Insights into Human and Animal Learning.bioRxiv : the preprint server for biology · 2026Article
- The Human Exposome: Integrating the Environment, Human Health, and Society for the Next 60 years.Environmental science & technology · 2026Review
- Physics-based models outperform AI weather forecasts of record-breaking extremes.Science advances · 2026Article
- Weather forecasts become more important for reducing mortality as the climate warms.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
- A TIEGCM-based inversion model for ionosphere-thermosphere parameters driven by three-dimensional electron density.Science advances · 2026Article
- Article
- WxC-Bench: A Novel Dataset for Weather and Climate Downstream Tasks.Scientific data · 2026Article
- Article
- AI for atmosphere-ocean sciences: advancements, challenges and ways forward.National science review · 2026Review
- Unlocking the benefits of transparent and reusable science for climate risk management.Proceedings of the National Academy of Sciences of the United States of America · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
18 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Reliable forecasting of the Earth system is essential for mitigating natural disasters and supporting human progress. Traditional numerical models, although powerful, are extremely computationally expensive
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.