A new collaborative hub for nowcasting SARS-CoV-2 variant frequencies at US state level was built and tested; a simple national pooling baseline performed as well as or better than individual models during October 2024–June 2025.
Centers for Disease Control and Prevention
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UNVERDICTED 2representative citing papers
A hybrid pipeline that feeds LLM-derived contextual signals into classical time-series models yields more stable and better-calibrated hospitalization forecasts than direct LLM forecasting or standard ARX models across 60 US counties.
citing papers explorer
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Collaborative estimation and evaluation of SARS-CoV-2 variant nowcasting in the United States
A new collaborative hub for nowcasting SARS-CoV-2 variant frequencies at US state level was built and tested; a simple national pooling baseline performed as well as or better than individual models during October 2024–June 2025.
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Context-Aware Hospitalization Forecasting Evaluations for Decision Support using LLMs
A hybrid pipeline that feeds LLM-derived contextual signals into classical time-series models yields more stable and better-calibrated hospitalization forecasts than direct LLM forecasting or standard ARX models across 60 US counties.