Stigma and Pain in Adolescents Hospitalized for Sickle Cell Vasoocclusive Pain Episodes
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
OBJECTIVES: Sickle cell disease (SCD) pain and hospitalizations increase during adolescence and adolescents with SCD may be at-risk for experiencing health-related stigma, which may result in poor health outcomes. This study examined relations among health-related stigma, pain interference, social support, quality of life (QOL), and hospital outcomes (ie, loneliness, pain reduction, and length of stay [LOS]) in adolescents hospitalized with SCD pain. MATERIALS AND METHODS: Twelve- to 18-year-old adolescents (N=92) hospitalized with SCD pain completed measures of stigma, pain interference, social support, QOL, and state loneliness. Reduction of pain intensity during hospitalization and LOS were collected from medical chart review. RESULTS: Higher stigma was associated with higher pain interference, lower QOL, more loneliness, and less pain reduction in the hospital. Pain interference was positively associated with LOS. DISCUSSION: These preliminary findings highlight the importance of assessing and addressing SCD-related stigma and pain interference in adolescents hospitalized for SCD pain as these factors may influence treatment outcomes.
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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 | 0.019 | 0.017 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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