Repeated failure of epidural analgesia: An association with epidural fat?☆
Why this work is in the frame
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Bibliographic record
Abstract
BACKGROUND AND OBJECTIVES: To report the case of a patient who experienced repeated failed epidural analgesia associated with an unusual amount of fat in the epidural space (epidural lipomatosis). CASE REPORT: A 44-year-old female presented for an elective small bowel resection. An L(1-2) epidural catheter was placed for postoperative analgesia. The patient gave no indication of having pain at the time of emergence from general anesthesia or in the first 2 hours in the recovery room. Assessment of the level of hypoesthesia to ice while the patient was comfortable in the recovery room suggested a functional epidural catheter (cephalad level of T(10)). Two hours after admission to the recovery room the patient began to complain of increasing pain. Another 6 mL 0.25% bupivacaine was administered via the catheter. The patient's pain decreased, but remained substantial, and there was minimal evidence of sensory block above the T(10) level. Subsequently, a T(10) epidural catheter was placed. Testing confirmed proper placement of the catheter in the epidural space at the T(10) level. A test dose of 5 mL 0.25% bupivacaine resulted in prompt and complete relief of the patient's pain. However, the level of hypoesthesia to ice did not exceed the T(10) level. Approximately 1 hour later the patient complained of increasing discomfort again. There was no evidence of any sensory block, and there was no response to a bolus of 8 mL 1% lidocaine. A thorough examination of the patient did not suggest any cause for the pain other than a malfunctioning epidural catheter. A third epidural catheter was placed at the T(8-9) level. This catheter was again confirmed to be in the epidural space with a test dose of 10 mL 0.5% bupivacaine. The level of hypoesthesia to ice was restricted to a narrow bilateral band from T(7)-T(9). Analgesia failed 2 hours later. The epidural catheter was removed and the patient's pain was subsequently managed with intravenous patient-controlled analgesia (PCA) morphine. A magnetic resonance imaging (MRI) scan revealed extensive epidural fat dorsal to the spinal cord from C(5)-C(7) and from T(3)-T(9). An imaging diagnosis of asymptomatic epidural lipomatosis was established. CONCLUSION: We have described a case of repeated failure of epidural analgesia in a patient with epidural lipomatosis.
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.000 | 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 it