Clinic assessment for methylphenidate maintenance therapy in secondary care: are parental questionnaires useful?
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
Aims and Method There is poorer control of hyperactivity symptoms in community clinics than research settings, and difficulty in detecting such symptoms without standardised measures. Hyperkinetic children (n=29) were evaluated at follow-up using the parental version of the Strengths and Difficulties Questionnaire (SDQ) and, independently, routine clinic reports to test the value of a parental questionnaire. Results The parental SDQ identified symptoms in more patients (25, 86% v. 13, 45%), but high levels of symptoms did not necessarily imply impairment. Even clinically identified hyperactivity provoked no change in treatment. Clinical Implications Parental questionnaires alone are unlikely to improve clinic practice. Research is needed into what factors influence clinical decisions regarding treatment maintenance for hyperkinesis, and the adaptation of structured protocols from major research trials should be considered.
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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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) | 0.001 | 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