Financial and occupational impact of low anterior resection syndrome in rectal cancer survivors
Why this work is in the frame
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Bibliographic record
Abstract
AIM: The aim of this study was to assess bowel-related financial stress and strain and to evaluate its association with global quality of life. METHOD: This was a retrospective cohort study with cross-sectional follow-up including consecutive patients who underwent restorative proctectomy for neoplastic disease of the rectum at a single university-affiliated hospital in Montreal, Quebec, Canada. Bowel-related financial impact and occupational impact were compared between patients with major low anterior resection syndrome (LARS) and those with minor/no LARS. The association between LARS, bowel-related financial impact and global quality of life (QoL) was then assessed in a multiple logistic regression model. RESULTS: Of 180 eligible rectal cancer survivors who were contacted, 154 completed the questionnaires (response rate 47.1%) at a median follow-up of 57.5 months (interquartile range 34.1-98.1) after proctectomy. Individuals with major LARS reported a higher prevalence of bowel-related financial stress (53.2% vs 5.6%, p < 0.001) and strain (42.2% vs 5.6%, p < 0.001) compared with those with minor/no LARS. Among those who were working preoperatively (n = 100), the majority of participants with major LARS reported an impact of their new bowel function on their ability to work (70.6%), including delayed return to work (44.1%), the need to change schedules (35.3%) or roles (20.6%), and complete long-term medical absence from work (14.7%). On multiple logistic regression, major LARS with financial impact (OR 4.50, 95% CI 1.57-13.77) was associated with low global QoL compared with minor/no LARS. CONCLUSION: Major LARS was associated with considerable financial stress and strain and difficulties in returning to work.
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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 | 0.000 | 0.000 |
| 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) | 0.001 | 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 it