Health Care Utilization in Elderly Onset Inflammatory Bowel Disease
Bibliographic record
Abstract
BACKGROUND: There is an increasing burden of inflammatory bowel disease (IBD) among the elderly. We sought to characterize health care utilization of elderly onset IBD. METHODS: We identified incident IBD cases in Ontario, Canada between 1999 and 2008 and categorized subjects by age at diagnosis as young (18-40 yr), middle-age (41-64 yr), and elderly (≥65 yr). We compared IBD-specific health utilization indicators, including outpatient visits, emergency department visits, and hospitalizations. RESULTS: The elderly accounted for 8.1% (N = 725) and 11.6% (N = 1749) of incident Crohn's disease (CD) and ulcerative colitis (UC), respectively. They were less likely than young adults to have any IBD-specific gastroenterology visit in the first year after diagnosis (CD, 63% versus 71%, P < 0.001; UC, 63% versus 69%, P < 0.001). They less frequently received continuous gastroenterology care (CD, 36% versus 46%, P < 0.001; UC, 33% versus 43%, P < 0.001). Elderly patients with IBD were less likely than young adults to require an IBD-specific emergency department visit in the first year (CD, 8.8% versus 18.5%, P < 0.001; UC, 7.8% versus 11.6%, P < 0.001). Similarly, elderly patients with CD exhibited lower hospitalization rates (incidence rate ratio, 0.62; 95% confidence interval, 0.59-0.65). Hospitalization rates were modestly higher among those elderly patients with UC compared with young adults during the first year (incidence rate ratio, 1.14; 95% confidence interval: 1.02-1.28), but this association reversed thereafter (incidence rate ratio, 0.64; 95% confidence interval: 0.57-0.71). CONCLUSIONS: Elderly patients with IBD exhibited lower IBD-specific health care utilization than young adults, which may reflect a multitude of factors including more benign disease and differential health care access.
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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 | 0.000 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| 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 | 0.001 | 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".