“…The systematic search of literature provided 10,174 unique citations, of which 62 were reviewed as full text (Figure 1). Among them, 20 publications reporting on 18 studies (including 3,174 WLWH [0.13%] and 2,394,598 HIV-negative women [99.87%]) were included: 15 assessed the likelihood of stage III/IV [6,7,[9][10][11]14,17,[24][25][26][27][28][29][30][31], 10 described each stage at diagnosis [6,7,9,14,17,24,25,27,29,31], nine reported on classic subtypes and ER status [7,9,14,17,25,26,29,31,32], four described surrogate subtypes [17,26,29,31] and seven assessed overall survival [14][15][16][17]27,33,34] -Table 1.…”