Hensvold et al. developed a prediction score by combining several clinical and blood-based markers that could be useful in predicting which patients with auto-antibodies and musculoskeletal symptoms develop ultrasound-detectable arthritis. These are the first results of an ongoing study on individuals at-risk for rheumatoid arthritis.