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team_name: PSI | ||
model_name: PROF | ||
model_abbr: PSI-PROF | ||
model_contributors: Ben-Nun M (Predictive Science) <[email protected]>, Turtle J (Predictive Science) <[email protected]>, Riley P (Predictive Science) <[email protected]> | ||
website_url: https://predsci.com/usa-flu-hosp/ | ||
model_version: "1.0" | ||
methods: For each state our scenario projections are generated using a mechanistic model with S[Sv]E[Ev]I[Iv]HR compartments, where 'v' subscripts indicate vaccinated. The model is calibrated to the 2023-24 data, and extrapolated through the 2024-25 season. | ||
license: cc-by-4.0 | ||
modeling_NPI: "Not applicable" | ||
compliance_NPI: "Not applicable" | ||
contact_tracing: "Not applicable" | ||
testing: "Not applicable" | ||
vaccine_efficacy_transmission: "One half VE against hospitalization" | ||
vaccine_efficacy_delay: "Not applicable" | ||
vaccine_hesitancy: "Not applicable" | ||
vaccine_immunity_duration: "Waning against hospitalization: 270 days (mean). Immunity escape: scenario specified" | ||
natural_immunity_duration: "Calibrated to each state" | ||
case_fatality_rate: "Not applicable" | ||
infection_fatality_rate: "Calibrated to each state" | ||
asymptomatics: "Not applicable" | ||
age_groups: "0-17, 18-64 low risk, 18-64 high risk, 65+" | ||
importations: We assumed 10 importations per day per state seeded randomly. | ||
confidence_interval_method: "Not applicable" | ||
calibration: "Not applicable" | ||
spatial_structure: "Not applicable" | ||
methods_long: "We use the population and vaccine time series provided by the Scenario Hub and | ||
\ assume that the infection-susceptibility of vaccinated individuals accounts for one half \ | ||
\ of vaccine effectiveness against severe disease. The model is calibrated to 2023-24 season adult \ | ||
\ and pediatric COVID hospital admissions. Calibration assumes that last season fell \ | ||
\ somewhere between scenarios E and F. Additionally, calibration includes a preference for \ | ||
\ periodic/quasi-periodic trajectories. Calibration is a two-stage process. The first stage \ | ||
\ uses a traditional optimizer to find a centroid for the hyper-cube used in the second stage. \ | ||
\ The national projection profiles are calculated as \ | ||
\ the sum of states using pseudo-randomly ordered state level profiles. "\ | ||
|