Opioid Type and Other Clinical Predictors of Laxative Dose in Advanced Cancer Patients: A Retrospective Study
Bibliographic record
Abstract
BACKGROUND: Constipation is a frequent and underdiagnosed complication in patients with advanced cancer. Constipation in this population is multifactorial, but the use of opioids is one of the main causes. The purpose of this retrospective study was to establish the association between opioid type and laxative dose, as well as the contribution of other clinical factors in advanced cancer patients admitted to a palliative care unit. METHODS: The records of consecutive patients admitted to the Acute Palliative Care Unit at the Grey Nuns Hospital between December 1995 and January 1997 were reviewed. Criteria of eligibility were the presence of cancer pain treated by opioids (oral and subcutaneous morphine and hydromorphone, oral methadone), oral laxative treatment capable of achieving at least one bowel movement every 3 days, and the absence of bowel obstruction or colostomy. During period(s) of stable analgesic doses, the charts were reviewed for demographic and clinical characteristics, average number of bowel movements, daily laxative doses, doses and type of opioid, laxative/opioid dose ratio (LOR) (calculated by dividing the total laxative dose by the total opioid dose), functional and cognitive status, food intake, and level of calcium, albumin, and potassium. RESULTS: Forty-nine evaluable patients were identified. The LOR in patients receiving oral opioids was 0.15 +/- 0.19 vs. 0.18 +/- 0.17 in patients on parenteral opioids (p > 0.2). The LOR in patients receiving methadone was 0.025 +/- 0.027 as compared to 0.24 +/- 0.23 in patients receiving morphine and 0.17 +/- 0.13 in patients on hydromorphone (p < 0.0001). We found a strong association between LOR and abdominal involvement (p < 0.0006), opioid type (p < 0.0001), age (p < 0.0001), and female gender (p < 0.034). There were no significant correlation between LOR and functional status, cognitive status, food intake, and level of calcium or potassium. CONCLUSION: We conclude that laxative dose needs to be titrated on an individualized basis. The LOR is lower in patients receiving methadone and in those of male gender, younger age, and absence of abdominal involvement.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 |
| 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) | 0.001 | 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".