Resistance to rocuronium and cisatracurium in a patient with a spinal injury and acute respiratory distress syndrome
Bibliographic record
Abstract
PURPOSE: A case of resistance to rocuronium and cisatracurium in a patient with a spinal injury who developed acute respiratory distress syndrome (ARDS) is reported. SUMMARY: A 34-year-old, 88-kg Caucasian man with a history of polysubstance abuse fell from a bridge approximately 30-ft high, landing head first in about 2-3 ft of water. The patient sustained anterior subluxation at cervical spine levels C5-C6 and severe spinal canal compromise with cord compression and edema from C5 to C7, resulting in quadriplegia. The patient developed aspiration pneumonia for which he was given vancomycin and piperacillin-tazobactam. His pneumonia progressed to ARDS, and drug-induced paralysis was attempted to reduce barotrauma and improve ventilation. Rocuronium was initiated, but the patient did not adequately respond to this treatment. Cisatracurium was then initiated, but the patient did not respond. The decision was made to discontinue the cisatracurium infusion at that time and manage the patient's ARDS without a neuromuscular blocking agent (NMBA). After several attempts to manage the patient's ARDS by adjusting ventilatory values, the patient required the reinitiation of an NMBA. The decision was made to try cisatracurium again. Cisatracurium was again unsuccessful and therefore discontinued. As a last attempt to improve oxygenation, the patient received nitric oxide and sedation with propofol. The patient died due to his complicated hospital course that included quadriplegia, ARDS, cardiac arrest, and sepsis secondary to a gastric perforation. CONCLUSION: Inadequate paralysis was achieved with rocuronium and cisatracurium in a patient who sustained a significant trauma resulting in quadriplegia.
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How this classification was reachedexpand
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 | 0.000 |
| 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) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".