Successful Treatment with Slow-Release Oral Morphine following Afentanyl-Related Overdose: A Case Report
Bibliographic record
Abstract
Background Overdose deaths as a result of untreated opioid use disorder (OUD) pose a major public health concern across North America. Although slow-release oral morphine (SROM) is increasingly used as an alternative option for the treatment of OUD, research on its efficacy among individuals exposed to illicit fentanyl or those with previous unsuccessful attempts with other opioid agonist therapies (OATs) is limited and controversial. Case We present a case of a 48-year-old male with severe OUD seeking treatment following a near-fatal fentanyl overdose. His previous treatment attempts with methadone and buprenorphine/naloxone-based OAT had been unsuccessful. As per local guidelines, he was started on SROM with subsequent cessation of opioid cravings and illicit drug use. Discussion This case report describes a patient entering early remission for OUD when treated with SROM following unsuccessful past treatment attempts on first-line oral medications. Future studies should seek to evaluate SROM-based OAT as a potential second-line treatment alternative for OUD.
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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) | 0.001 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.003 | 0.001 |
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".