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Patient compliance with wearing lower limb assistive devices: A scoping review. J Manipulative Physiol Ther. 2022, 45:114-26. 10.1016\/j.jmpt.2022.04.003","journal-title":"J Manipulative Physiol Ther"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/b978-0-323-06952-6.00027-0","article-title":"Spinal orthoses","author":"Devlin VJ","year":"2012","unstructured":"Devlin VJ. Spinal orthoses. Spine Secrets Plus. Mosby, Maryland Heights, MO; 2012. 134-145. 10.1016\/b978-0-323-06952-6.00027-0"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s40141-022-00342-x","article-title":"Advances in upper extremity prosthetic technology: Rehabilitation and the interprofessional team","volume":"10","author":"Latour D","year":"2022","unstructured":"Latour D. Advances in upper extremity prosthetic technology: Rehabilitation and the interprofessional team. 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