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The COVIDhub_CDC-ensemble pulls forecasts of circumstances and hospitalizations from the COVIDhub-4_week_ensemble and forecasts of deaths from the COVIDhub-trained_ensemble. The set of horizons that are included is updated regularly utilizing rules developed by the CDC based mostly on recent forecast efficiency. The COVIDhub-ensemble model creates a mix of submitted forecasts to the Forecast Hub. Initially the ensemble produced forecasts of incident cases at horizons of 1 to four weeks and incident hospitalizations at
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