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Our analysis of primary research papers in 15 prestigious multidisciplinary and neuroscience journals in the MEDLINE database indicates that the proportion of female authors in these journals has been consistently low over the past 13 years. Publication in distinguished journals advances careers, so this under-representation negatively affects the careers of thousands of female scientists.