Sleep, Sleepiness, and Fatigue Outcomes for Parents of Critically Ill Children
Bibliographic record
Abstract
OBJECTIVES: To describe sleep quantity, sleep patterns, fatigue, and sleepiness for parents of critically ill hospitalized children. DESIGN: Prospective observational study. SETTING: Quaternary academic PICU. PARTICIPANTS: One hundred eighteen parents of 91 children recruited during their child's PICU stay. INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: For 5 days and nights, parents wore an actigraph to determine objective sleep-wake times and reported sleep location, level of fatigue (Fatigue Visual Analogue Scale), and sleepiness (Stanford Sleepiness Scale). Mean amounts of nocturnal sleep were less than recommended for optimal health (398 min, fathers vs 422 min, mothers; p = 0.04). Parents woke frequently (7.8 wakes, fathers; 7.2 wakes, mothers) and spent over an hour awake at night (65 min, fathers; 60 min, mothers). On 130 nights (26%), parents slept less than 6 hours and 209 nights (44%) were evaluated as "worse" sleep than usual. Fifty-four parents (53%) experienced more than 30% difference in minutes of sleep between consecutive nights. Mean morning fatigue levels (41 mm, fathers vs 46 mm, mothers; p = 0.03) indicated clinically significant fatigue. Sleeping in a hotel, parent room, or residence was associated with 3.2 more wakes per night (95% CI, 0.61-5.78; p = 0.015) than sleeping in a hospital lounge or waiting room. CONCLUSIONS: We performed a prospective observational study of 118 parents of critically ill children using objective measures of sleep and validated scales to assess fatigue and sleepiness. We found that more than a quarter of nights met criteria for acute sleep deprivation, there was considerable variability in the amount of nocturnal sleep that individual participants slept on different nights, and sleep was fragmented with a large portion of the night spent awake. Future research should focus on interventions that improve parents' ability to return to sleep upon awakening and maintain regular sleep-wake schedules.
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How this classification was reachedexpand
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 | 0.076 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".