Transition Services for Children and Young Adults with Movement Disorders: A Survey by the <scp>MDS</scp> Task Force on Pediatrics
Bibliographic record
Abstract
Background: There is currently very limited data related to transition services for movement disorders. Objectives: Movement Disorders Society (MDS) Task Force on Pediatrics conducted a survey of current provision of transition for young adults with movement disorders. Methods: The survey questionnaire was based on review of available evidence, with questions designed to capture service location, transition clinic structure, and core issues discussed. The questionnaire was digitalized as an online survey and sent to all members of the MDS. Results: Responses were received from a total of 252 MDS members representing 67 countries. Of the responders, 59% confirmed that they provided transition clinics for adolescents with movement disorders. Overall, there was some consensus regarding transition services in terms of patient age at transition, movement disorder etiologies, staffing the service, and medical/social issues discussed. Conclusion: This survey provides first-hand data of existing movement disorder transition services and provides useful insights on transition clinics.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.002 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".