REVIEW. Translating Transition: A Critical Review of the Diabetes Literature
Bibliographic record
Abstract
Effective transition to an adult diabetes care provider is a significant component of care in adolescents with diabetes mellitus. During this period adolescents are at risk of dropping out of medical follow-up, an action which may interfere with their future physical and psychological well-being. The purpose of this paper is to review the diabetes literature as it pertains to transition including the outcomes, methods and patients' perceptions of the transition period. The results of the studies examined demonstrate a decrease in diabetes care visits following transition and that improvement in clinic attendance may be achieved through: (1) implementing an educational transition program; (2) having a transition care coordinator; and (3) having a young adult transition clinic attended by both adult and pediatric physicians. Despite the recognized importance of successful transition for adolescents with diabetes, studies on the subject remain sparse, highlighting the need for further research to determine both the magnitude of the problem as well as the impact of interventions to improve the processes of transition.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.004 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.005 |
| 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".