Chest radiography for the diagnosis of active pulmonary tuberculosis (PTB) is limited by poor specificity and reader inconsistency. Scoring systems have been employed successfully for improving the performance of chest radiography for various pulmonary diseases. We conducted a systematic review to assess the diagnostic accuracy and reproducibility of scoring systems for PTB.We searched multiple databases for studies that evaluated the accuracy and reproducibility of chest radiograph scoring systems for PTB. We summarised results for specific radiographic features and scoring systems associated with PTB. Where appropriate, we estimated pooled performance of similar studies using a random effects model. 13 studies were included in the review, nine of which were in low tuberculosis (TB) burden settings. No scoring system was based solely on radiographic findings. All studies used systems with various combinations of clinical and radiological features. 11 studies involved scoring systems that were used for making decisions concerning hospital respiratory isolation. None of the included studies reported data on intra-or inter-reporter reproducibility. Upper lobe infiltrates (pooled diagnostic OR 3.57, 95% CI 2.38-5.37, five studies) and cavities (diagnostic OR range 1.97-25.66, three studies) were significantly associated with PTB. Sensitivities of the scoring systems were high (median 96%, IQR 93-98%), but specificities were low (median 46%, IQR 35-50%).Chest radiograph scoring systems appear useful in ruling out PTB in hospitals, but their low specificity precludes ruling in PTB. There is a need to develop accurate scoring systems for people living with HIV and for outpatient settings, especially in high TB burden settings. @ERSpublications Chest radiograph scoring systems are useful for ruling out PTB in hospital, but low specificity precludes ruling in PTB