It is actually the equivalent of a private backing field that is marked readonly.

  public class Person{

     private readonly string name;
 
     public Person(string name){
        this.name = name;
     }
  }

It's syntactical sugar that shaves a few lines of code off, particularly if you aren't setting values from parameters in the constructor and just want readonly values that are inherent to the class.