PAeDS-MoRe: A framework for the development and review of research assent protocols involving children and adolescents
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
We systematically reviewed contemporary literature to create an evidence-informed framework for research studies involving children and adolescents who can assent to participate. We searched seven citation indices to locate peer-reviewed research published in English language journals between 2000 and 2012. After screening 1,231 titles and abstracts for relevance, we assessed levels of evidence, extracted information, and analysed content from 87 articles. Most articles narrowly focused on paediatric assent barriers and facilitators for decision-making about research participation. No articles provided a single, comprehensive ethical framework to guide the development and review of research assent protocols. We developed a 6-step framework that provides guidance to: prepare the child for the assent process; assess the child’s readiness to engage in decision making; discuss the elements of informed consent to the greatest extent possible; seek an initial assent decision; monitor and affirm assent; and respect the child’s role as a research participant. The PAeDS-MoRe framework also supports the creation of process models that address the unique, developmental needs of paediatric sub-groups, and guides the operationalization of jurisdictional requirements for ethical research involving children who are unable to provide free, informed and ongoing consent.
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 | 0.056 | 0.059 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.007 |
| 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