Opioid-induced constipation reversal in response to placebo in a patient with a history of IBS receiving methadone maintenance therapy
Bibliographic record
Abstract
Opioid-induced constipation (OIC) is one of the major side effects in patients receiving methadone maintenance treatment (MMT). Quite often, constipation becomes a factor significantly affecting therapeutic options and choices. Currently used approaches are symptomatic and in many cases ineffective. At the same time, it is well known that the gastrointestinal system is a subject for psychosomatic influences. In this case report, we describe an unexpected outcome of placebo administration in a patient suffering from OIC since her participation in MMT. The patient participated in a triple-blind randomised placebo-controlled trial of naloxone for treatment of OIC. As part of the study crossover design, the patient received 1 week of placebo followed by 1 week of naloxone, and had significant improvement in her bowel functioning when receiving placebo, then returned to baseline during the second week of the study.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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".