Review of clinical guidelines for children and adolescents with attention deficit hyperactivity disorder and their application to an Irish context
Bibliographic record
Abstract
BACKGROUND: Attention deficit hyperactivity disorder (ADHD) is a neurodevelopmental disorder with international prevalence rates estimated to be 5%. It is currently the most common disorder treated in Child and Adolescent Mental Health Services in Ireland. There have been a number of guidelines worldwide produced to aid clinicians in the diagnosis and treatment of ADHD; however, there are no guidelines available specifically for the Irish population and healthcare system. OBJECTIVES: The aim of this paper is to review the available clinical guidelines for the diagnosis and management of ADHD in children adolescents across North America, Canada, Europe and the United Kingdom and to apply these to an Irish context. METHODS: A number of international guidelines were reviewed. A proposed pathway for the assessment and treatment of children and adolescents with ADHD has been devised with the recommendation that a formalised consensus guideline should be implemented. CONCLUSION: This review paper has highlighted that there is consensus between the guidelines for the diagnosis of ADHD with a thorough clinical history remaining the gold standard. They further agree on the importance of identifying co-morbid disorders. When it comes to the treatment, the guidelines are less unified. This current paper has devised a proposed care pathway for ADHD in Ireland to ensure high quality cost effective care within its healthcare system.
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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 | 0.013 | 0.039 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.002 | 0.003 |
| Bibliometrics | 0.012 | 0.011 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.004 | 0.002 |
| Research integrity | 0.003 | 0.004 |
| Insufficient payload (model declined to judge) | 0.006 | 0.002 |
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".