What factors predict the best outcomes for older patients operated on for grade I degenerative lumbar spondylolisthesis? A machine learning analysis from the Quality Outcomes Database.

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Title: What factors predict the best outcomes for older patients operated on for grade I degenerative lumbar spondylolisthesis? A machine learning analysis from the Quality Outcomes Database.
Authors: Yang E; 1Department of Neurological Surgery, Columbia University, New York, New York., Mummaneni PV; 2Department of Neurological Surgery, University of California, San Francisco, California., Chou D; 1Department of Neurological Surgery, Columbia University, New York, New York., Bydon M; 3Department of Neurological Surgery, University of Chicago, Illinois., Bisson EF; 4Department of Neurological Surgery, University of Utah, Salt Lake City, Utah., Schonfeld E; 1Department of Neurological Surgery, Columbia University, New York, New York., Shaffrey CI; 5Departments of Neurological Surgery and Orthopedic Surgery, Duke University, Durham, North Carolina., Glassman SD; 6Norton Leatherman Spine Center, Louisville, Kentucky., Foley KT; 7Semmes Murphey Neurologic and Spine Institute, Memphis, Tennessee., Potts EA; 8Goodman Campbell Brain and Spine, Ascension St. Vincent, Indianapolis, Indiana., Yen CP; 9Department of Neurological Surgery, University of Virginia, Charlottesville, Virginia., Coric D; 10Neuroscience Institute, Carolinas Healthcare System and Carolina Neurosurgery & Spine Associates, Charlotte, North Carolina., Knightly JJ; 11Maxim Spine, Morristown, New Jersey., Park P; 7Semmes Murphey Neurologic and Spine Institute, Memphis, Tennessee., Wang MY; 12Department of Neurological Surgery, University of Miami, Florida., Fu KM; 13Department of Neurological Surgery, Weill Cornell Medical Center, New York, New York., Slotkin JR; 14Geisinger Health, Danville, Pennsylvania; and., Asher AL; 10Neuroscience Institute, Carolinas Healthcare System and Carolina Neurosurgery & Spine Associates, Charlotte, North Carolina., Virk MS; 13Department of Neurological Surgery, Weill Cornell Medical Center, New York, New York., Haid RW; 15Atlanta Brain and Spine Care, Atlanta, Georgia., Chan AK; 1Department of Neurological Surgery, Columbia University, New York, New York.
Source: Journal of neurosurgery. Spine [J Neurosurg Spine] 2026 Jan 09; Vol. 44 (3), pp. 399-410. Date of Electronic Publication: 2026 Jan 09.
Publication Type: Journal Article
Journal Info: Publisher: American Association of Neurological Surgeons Country of Publication: United States NLM ID: 101223545 Publication Model: Electronic Cited Medium: Internet ISSN: 1547-5646 (Electronic) Linking ISSN: 15475646 NLM ISO Abbreviation: J Neurosurg Spine Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1547-5646
DOI:10.3171/2025.8.SPINE25945