Review of clinical guidelines for children and adolescents with attention deficit hyperactivity disorder and their application to an Irish context
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
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.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.000 |
| 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