Outcomes and outcome measurement instruments reported in randomised controlled trials of anxiety disorder treatments in children and adolescents: a scoping review protocol
Bibliographic record
Abstract
INTRODUCTION: Paediatric anxiety disorders (AD) are prevalent and persistent mental health conditions worldwide affecting between 10% and 20% of children and adolescents. Despite the high prevalence of paediatric AD, there is limited understanding of which treatments work best. Outcome heterogeneity across paediatric mental health trials has been a significant factor in hindering the ability to compare results and assess the efficacy of such trials. This scoping review will help to identify and synthesise the outcomes reported in paediatric AD trials to date. METHODS AND ANALYSIS: Following the Joanna Briggs Institute scoping review methodology, a comprehensive electronic bibliographic database search (MEDLINE, APA PsycINFO, Embase, CINAHL) strategy will be applied to identify articles examining interventions for children diagnosed with an AD. Articles will be eligible for inclusion if they assess at least one AD intervention (eg, psychological), in children 4-18 years of age inclusive. Initial title and abstract screening will be completed by two trained reviewers independently and in duplicate. Full-text screening of each included article will be completed independently and in duplicate by two of three trained reviewers. Identified outcomes will be mapped to a standard outcome taxonomy developed for core outcome sets. Trial and outcome characteristics will be synthesised using quantitative metrics (counts and frequencies). ETHICS AND DISSEMINATION: As this is a scoping review of the literature and patient information or records were not accessed, institutional ethics approval was not required. Results of this scoping review will be disseminated to clinicians, researchers inclusive of trialists and other stakeholders invested in outcome selection, measurement and reporting in paediatric AD trials. In addition, scoping review results will inform the development of a Core Outcome Set for paediatric AD trials-a minimum set of outcomes that should be measured across trials in an area of health, without precluding the inclusion of other outcomes.
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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 | 0.070 | 0.025 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.009 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 itClassification
machine, unvalidatedMachine predicted; both teacher heads agree on what is shown here.
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".