Methadone: An Effective, Safe Drug of First Choice for Pain Management in Frail Older Adults
Bibliographic record
Abstract
OBJECTIVE: Frail older adults have a high prevalence of chronic pain with major effects on function and quality of life. Many analgesics, including opioids, have adverse effects on older adults with multiple co-morbidities. Methadone has been increasingly used for analgesia in the last 10 years. However, a number of adverse events such as sleep-disordered breathing, methadone-induced torsades de pointes arrhythmias, as well as the "addiction stigma," have made people reluctant to use this medication. SETTING AND PATIENTS: This article uses examples of five cases of pain in frail older adults living in a skilled nursing facility. RESULTS: Safe and effective use of methadone is illustrated with these cases. The pharmacology of methadone in frail elders is reviewed to demonstrate the specific benefits of the drug in older adults and how adverse events can be minimized. CONCLUSION: Methadone is an excellent choice for pain in frail older adults.
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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 | 0.009 | 0.002 |
| 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 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".