Practices and Provisions for Parents Sleeping Overnight with a Hospitalized Child
Bibliographic record
Abstract
OBJECTIVE: To describe practices affecting parents' overnight stays, provisions for parents sleeping overnight and parents' involvement in overnight care of their hospitalized child. METHODS: A cross-sectional telephone survey of Canadian and American hospitals with more or equal to 50 acute pediatric beds and more or equal to two pediatric wards was conducted. RESULTS: Surveys were completed by 135 hospitals (77% response rate). All general pediatric units allowed parents to sleep at the bedside overnight; higher acuity units limited parental stays. The majority of hospitals limited overnight visitors at the bedside to one parent, and few hospitals routinely allowed siblings to sleep overnight. One hundred and thirty-three (99%) hospitals reported parental involvement in their child's care at night, with 52 (39%) stating this was an expectation. CONCLUSIONS: In general, parents are given the opportunity to stay at the bedside overnight, but barriers exist that limit opportunities for sleep during their child's hospitalization, and serve to separate families who have a hospitalized child.
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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 | 0.001 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.001 |
| 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 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".