Succinylcholine-Induced Postoperative Myalgia: Etiology and Prevention
Bibliographic record
Abstract
Succinylcholine is a neuromuscular blocking agent frequently used to facilitate endotracheal intubation during general anesthesia. It is usually preferred due to its rapid onset of action and short duration of action. However, the effectiveness of this drug is limited by certain adverse effects, one of which is postoperative myalgia. Although generally considered a minor adverse effect, the myalgia may be severe and interfere with return to normal activities of daily life. We present an 18-year-old with a history of ulcerative colitis who presented for anesthetic care during liver biopsy. Due to comorbidities including obesity, succinylcholine was chosen to provide rapid neuromuscular blockade and facilitate endotracheal intubation. Postoperatively, the patient complained of bilateral calf pain. The etiology of muscle pain related to succinylcholine is discussed and potential strategies to reduce its incidence reviewed. J Med Cases. 2018;9(8):264-266 doi: https://doi.org/10.14740/jmc3107w
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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) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.002 | 0.002 |
| 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".