How far have we got towards proving Catalan's constant is irrational?

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While it is not know if Catalan's constant is irrational,what progress has been made on this problem?For example is there a reformulation of the problem ? (this maybe a criteria, using continued fractions, that can be used to prove if Catalan's constant is irrational-or a different reformulation not using continued fractions).