Parental Understanding of Research Consent Forms in the PICU: A Pilot Study*
Bibliographic record
Abstract
OBJECTIVES: To describe legal guardians' understanding of key concepts in a research consent form presented within 24 hours of their child's admission to the PICU and to explore legal guardians' opinions of the format (language, length) of the consent form and the overall consent process. DESIGN: Single-center, exploratory pilot study. SETTING: PICU at a tertiary-care hospital in Canada. SUBJECTS: Forty-one English- and French-speaking legal guardians of children less than 18 years old, who had been admitted to the PICU within the past 24 hours and were expected to stay at least 48 hours, between October 2018 and February 2019. INTERVENTIONS: The consent form from a previous PICU trial was given and explained to legal guardians within 24 hours of their child's admission to the PICU. MEASUREMENTS AND MAIN RESULTS: Legal guardians' understanding of key concepts in the consent form was evaluated using a questionnaire the day after the form was explained, and opinions were collected verbally and using an additional survey. The median number of questions answered incorrectly was three of seven (interquartile range = 2-4). Participants best understood the topic of the study (5% incorrect), but 80% of participants were unable to recall a single risk. The median rating of the language in the form was five of five (very easy to understand; interquartile range = 4-5), and 88% of participants said it was a reasonable length. CONCLUSIONS: Despite positive opinions of the consent form, most legal guardians did not understand all key components of the consent information provided to them orally and in writing within 24 hours of their child's PICU admission. Future studies are required to determine barriers to understanding and explore alternative approaches to obtaining consent in this setting.
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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 | 0.041 | 0.125 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.003 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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; 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".