ArticleToxics2023
Predicting of Daily PM
Article in Toxics, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 26 papers, 1 of them a synthesis that pooled it.
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
26 citing papers in PubMed, 1 synthesis or guideline pooled it, 131 citations in OpenAlex.
- Hybrid Intelligence for Fouling Prediction and Adaptive Clean-in-Place Optimization in Food Processing Heat Exchangers: A Systematic Review.Journal of food science · 2026Pooled it
- Integrating MIKE model simulations with CNNs for rapid and accurate urban flood prediction.iScience · 2026Article
- Environmental Triggers and Ocular Disease Networks: Analyzing the Impact of Air Pollutants and Meteorological Factors Using Fuzzy Cognitive Maps.Environment & health (Washington, D.C.) · 2026Article
- High resolution temperature forecasting using functional time series decomposition and advanced predictive models.Scientific reports · 2026Article
- Enhanced deep learning networks integrated by fractals for air quality index analysis.Frontiers in artificial intelligence · 2026Article
- Integrating quantile regression with ARIMA and ANN for interpretable and accurate PM2.5 forecasting in Hat Yai, Thailand.Scientific reports · 2025Article
- Analysis of factors influencing hemorrhagic fever with renal syndrome and its prediction in Weifang, China from 2013 to 2021.Osong public health and research perspectives · 2025Article
- Investigation of tuberculosis incidence and particulate matter concentration in the middle east.Scientific reports · 2025Article
- Multi-family wavelet-based feature engineering method for short-term time series forecasting.Scientific reports · 2025Article
- A Comprehensive Review of Data-Driven Techniques for Air Pollution Concentration Forecasting.Sensors (Basel, Switzerland) · 2025Review
- Time series AQI forecasting using Kalman-integrated Bi-GRU and Chi-square divergence optimization.Scientific reports · 2025Article
- Fusing satellite imagery and ground-based observations for PMScientific reports · 2025Article
- Deep learning framework for hourly air pollutants forecasting using encoding cyclical features across multiple monitoring sites in Beijing.Scientific reports · 2025Article
- Article
- Assessing the effectiveness of long short-term memory and artificial neural network in predicting daily ozone concentrations in Liaocheng City.Scientific reports · 2025Article
- Application of the Lasso regularisation technique in mitigating overfitting in air quality prediction models.Scientific reports · 2025Article
- A machine learning computational approach for the mathematical anthrax disease system in animals.PloS one · 2025Article
- Is air pollution negatively associated with physical fitness?-A cross-sectional study in 174,246 Chinese students.PloS one · 2025Article
- Regional PM2.5 pollution forecasting using a hybrid model based on multi-scales feature fusion and deep learning algorithms.PloS one · 2025Article
- Prediction of Daily PMEnvironmental health insights · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
Abstract
Anthropogenic sources of fine particulate matter (PM
Indexed as
Identifiers
What Socratic 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 Socratic graph.