Quality of Life and Slip Progression in Degenerative Spondylolisthesis Treated Nonoperatively
Bibliographic record
Abstract
STUDY DESIGN: A prospective cohort study of consecutive patients. OBJECTIVE: Determination of the quality of life (QoL) and prevalence of slip progression in patients with degenerative lumbar spondylolisthesis managed nonoperatively. SUMMARY OF BACKGROUND DATA: Lumbar spinal stenosis secondary to degenerative lumbar spondylolisthesis is a common radiographic diagnosis associated with chronic back pain and radicular symptoms. There is limited evidence as to the clinical course in terms of validated QoL measures, and the extent of slip progression in patients with this condition treated nonoperatively. METHODS: Validated disease-specific and generic QoL metrics including SF12 physical and mental scores [SF12-physical component summary (PCS) and SF12-mental component summary (MCS)], Oswestry Disability Index (ODI), and numeric scales for back and leg pain as well as radiographic assessment of slip extent were evaluated at initial consultation (baseline) and at a minimum of 5 years after the baseline assessment. Slip progression was defined by a >5% increase in slip percentage. RESULTS: Thirty-nine of 160 (24.4%) patients elected to switch to operative management, despite no slip progression on preoperative radiographs. Seventy spondylolisthetic levels in 66 participants were assessed after a minimum of 5 years of nonoperative management. Twenty-one participants (31.8%) had slip progression. SF12-PCS, ODI, and leg pain improved similarly in both groups (P < 0.05). SF12-MCS did not change significantly in either group. Back pain improved only in the nonprogressing group. CONCLUSION: The majority of cases of low-grade spondylolisthesis do not progress over 5 years with nonoperative management. Regardless of whether there was progression or not, the mean PCS, ODI, and leg pain improved from baseline, although symptoms remained and a significant number elected to switch to surgical management before 5 years. Back pain improved with nonoperative treatment only in those without progression. LEVEL OF EVIDENCE: 2.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".