that peak phase and data paucity have a substantial impact on the reliability of model predictions .
Our results highlight the need
In this work , we show that peak phase and data paucity have a substantial impact on the reliability of model predictions .
Our results highlight the need for performing systematic reliability evaluations for all models that currently inform public health policies .