Brief Report: Development of the Inflammatory Bowel Disease Family Responsibility Questionnaire
Bibliographic record
Abstract
OBJECTIVE: To present psychometric data on youth and parent versions of the Inflammatory Bowel Disease-Family Responsibility Questionnaire (IBD-FRQ), a measure of family involvement in IBD management. METHODS: Fifty-eight adolescents with inflammatory bowel disease (IBD), along with 55 mothers and 26 fathers completed the IBD-FRQ, a demographics questionnaire, and a measure of family involvement in decision making in non-IBD domains. Medical information was obtained via chart review. RESULTS: Support for the internal consistency of the IBD-FRQ was obtained. Evidence of validity was documented via moderate to high intercorrelations among reporters. Youth involvement increased with youth age, while maternal and paternal involvement decreased with youth age. Across all reporters, maternal involvement was higher than paternal involvement. CONCLUSIONS: Preliminary analyses offer support for the measure's reliability and validity. The measure shows promise as a means of assessing family involvement in IBD condition management; however, further validation studies are needed.
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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 | 0.003 | 0.008 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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".