In this note, we study on the existence and uniqueness of a positive solution to the following doubly singular fractional problem:Here) is an open bounded domain with smooth boundary, s ∈ (0, 1), q > 0, γ > 0, and K(x) is a positive Hölder continuous function in which behaves as dist(x, ∂Ω) −β near the boundary with 0 ≤ β < 2s. Also, f is a non-negative function in L 1 (Ω), and 0 ≤ µ ∈ L 1 (Ω), or a non-negative Radon measure in Ω. Moreover, we assume that 0 < β s + q < 1, or β s + q > 1 with 2β + q(2s − 1) < (2s + 1). For s ∈ (0, 1 2 ), we take advantage of the convexity of Ω. For any γ > 0 and µ a non-negative Radon measure in Ω, we will prove the existence of a positive weak (distributional) solution to the above problem. Besides, for the case 0 < γ ≤ 1, µ ∈ L 1 (Ω), and some weighted integrable functions f , we will show the existence and uniqueness of another notion of a solution, so-called entropy solution. Also, we will discuss the uniqueness of the weak solution for the case γ > 1, and also the equivalence of entropy and weak solutions for the case 0 < γ ≤ 1. Finally, for γ ≥ 1, we will have some relaxation on the assumptions of f in order to prove the existence of solutions.