Cervical Radiofrequency Neurotomy ReducesPsychological Features in Individuals withChronic Whiplash Symptoms
Bibliographic record
Abstract
Background: Individuals with chronic whiplash associated disorder (WAD) demonstrate various psychological features. It has previously been demonstrated that cervical radiofrequency neurotomy (cRFN) resolves psychological distress and anxiety. It is unknown if cRFN also improves or reduces a broader spectrum of psychological substrates now commonly identified in chronic whiplash, such as post-traumatic stress disorder (PTSD) and pain catastrophizing. Objectives: To determine if reducing pain in the cervical spine (following cRFN) significantly reduces psychological features (distress, pain catastrophizing and post-traumatic stress symptoms) in individuals with chronic WAD. Setting: Tertiary spinal intervention centre in Calgary, Alberta, Canada. Study Design: Prospective observational study of consecutive patients. Methods: Patients: Fifty-three individuals with chronic whiplash associated disorder symptoms (Grade 2). Intervention: Cervical RFN following successful response to cervical facet joint blockade. Measures were made at 4 time points: 2 prior to RFN, and 1-month and 3-months post-RFN. Psychological measures included the General Health Questionnaire (GHQ-28); Pain Catastrophizing Scale (PCS) and the Post Traumatic Stress Diagnostic Scale (PDS). Self-reported pain (VAS) and disability (NDI) measures were also collected. Results: Pain, disability, psychological distress and pain catastrophization significantly decreased at both 1-month and 3 months following cervical RFN. There was no significant change in post-traumatic stress symptom severity (P = 0.39). Reducing pain via cRFN was associated with significant improvement in psychological distress and pain catastrophizing, but not posttraumatic stress symptoms. Limitations: Individual administering questionnaires was not blinded to aim(s) of the study. Other psychological features possibly present in WAD were not measured. Conclusion: Effective pain relief would seem a crucial element in the management of psychological features associated with chronic WAD. IRB Approval: University of Calgary Conjoint Health Research Ethics Board ID#: E-22082. Key words: Whiplash, radiofrequency neurotomy, cervical facet joints, psychology, psychological distress, pain catastrophizing, post traumatic stress disorder
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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".