def get_beta_SEIR(lambdas, gammas, sigmas):
    """In a SEIR model, $\beta$ in a S~=1 setting is a function of the asymptotic 
    exponential growth rate ($\lambda$), $\sigma$, and $\gamma$.
    """
    return (lambdas + gammas) * (lambdas + sigmas) / sigmas