A Case of Opioid Overdose and Subsequent Death After Medically Supervised Withdrawal: The Problematic Role of Rapid Tapers for Opioid Use Disorder
Bibliographic record
Abstract
BACKGROUND: Relapse to opioid use is common after rapid opioid withdrawal. As a result, short-term tapers of opioid agonist/partial agonist medications, such as methadone and buprenorphine/naloxone, are no longer recommended by recent clinical care guidelines for the management of opioid use disorder. Nonetheless, rapid tapers are still commonplace in medically supervised withdrawal settings. CASE SUMMARY: We report a case of an individual with opioid use disorder who was prescribed a rapid buprenorphine/naloxone taper in a medically supervised withdrawal facility and who had a subsequent opioid overdose and death after discharge. DISCUSSION: The fatal outcome in this case study underscores the potential severe harms associated with use of rapid tapers. Given the increased overdose risk, tapers should be avoided and continuing care strategies, such as maintenance pharmacotherapy, should be initiated in medically supervised withdrawal settings.
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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 | 0.001 |
| 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".