Stopping inappropriate medication of children with intellectual disability, autism or both: the STOMP–STAMP initiative
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
SUMMARY Children with intellectual disability are often prescribed psychotropic medication to manage behaviours that challenge. Unfortunately, many receive medication with potentially serious long-term side-effects that has been prescribed inappropriately or for longer than is necessary. NHS England launched STOMP (stopping the over-medication of people with intellectual disability, autism or both with psychotropic medicines) in 2016 to reduce the inappropriate prescribing in adults. This was broadened to include children in 2018 by the addition of STAMP (supporting treatment and appropriate medication in paediatrics). In this article we review the rationale for STOMP–STAMP, highlight the Royal College of Psychiatrists’ position statement on STOMP–STAMP and give clinical advice for psychiatrists who treat children with intellectual disability, autism and/or attention-deficit hyperactivity disorder (ADHD). Importantly, it is essential to consider that ADHD may have been missed and that by diagnosing and treating it, the need for inappropriate antipsychotic medication may be reduced.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.000 | 0.001 |
| 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 it