How to prevent SQL Injection when I need to run Snowflake's USE ROLE from the code?

Question

I am using Snowflake. And I have Spring Boot app where I've configured JDBC connection.

I am using Spring's org.springframework.jdbc.core.JdbcTemplate to run the following query:

public void setRole(String role) {
    jdbcTemplate.execute("USE ROLE " + role);
}

Doesn't matter where the role's value comes from - I need to set specific role multiple times in my program, so that is why I have that method.

The thing is - it leaves a room for SQL Injection and I even have a tool that scans my code and complains about that.

I am not sure Snowflake's "USE ROLE " can be used in something like PreparedStatement.

How can I prevent SQL Injection here? Or it's not possible there and CodeQL scan result is false positive?