Mixed

Consumer-grade wearable devices are not exempt from rigorous performance evaluation simply because they are marketed as 'research' or 'clinical' grade, as proprietary algorithms and hardware inconsistencies can still lead to significant errors.

Do not assume a device is accurate because it is 'clinical grade' or 'FDA cleared'. You must validate the specific device's sleep staging accuracy against PSG for your specific study population before using it for research conclusions.