Current Practice and Views of Neurologists on the Transition From Pediatric to Adult Care
Bibliographic record
Abstract
To describe the current practice and views of neurologists on transitioning patients from pediatric to adult care, a cross-sectional study of all pediatric and adult neurologists in the province of Quebec, Canada, was conducted. The response rate was 73% for pediatric and 49% for adult neurologists. Most pediatric neurologists do not have a patient transition program or policy in place. Although a transfer summary is commonly provided, critical information is often lacking. Nearly half of neurologists believed that patients experience a gap in care during the transition process, and most agreed that the transition process is often poorly coordinated, highlighting patient, family, and health care factors. Current practice does not follow existing consensus statements for transition of care with respect to timing, communication, and preparation, and many pediatric neurologists experience difficulty in finding an appropriate adult health care provider for their patients. Neurologists reported many challenges in the current transition of care process.
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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 | 0.001 |
| 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 | 0.002 |
| 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".