The AMJA (American Muslim Jurist Association) released a statement about this issue. Unless there is health advisory announcement you cannot stop going for Salaah or for Jumuah to the masjid.
If you have flu like symptoms then it is better for you to stay at home. There is leniency and exceptions for the elderly, those who are more prone to catching this virus and those who have less immunity.
Shaykh Ammar AlShukry answers and explains....
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