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There are no shortcuts in the development and validation of a COVID-19 prediction model.

Collins GS. et al, (2021), Transbound emerg dis, 68, 210 - 211

Risk prediction models in perioperative medicine: methodological considerations

Collins GS. et al, (2016), Current anesthesiology reports