Religious/Spiritual Struggle in Young Adult Hematopoietic Cell Transplant Survivors
Bibliographic record
Abstract
PURPOSE: This study describes the prevalence of religious and/or spiritual (R/S) struggle in long-term young adult (YA) survivors following hematopoietic cell transplantation (HCT) as well as existential concerns (EC), social support, and demographic, medical, and emotional correlates of R/S struggle. METHODS: Data were collected as part of an annual survey of survivors of HCT aged 18-39 years at survey completion; age at HCT was 1-39 years. Study measures included measures of R/S struggle (defined as any non-zero response on the negative religious coping subscale from Brief RCOPE), quality of life (QOL), and depression. Factors associated with R/S struggle were identified using multivariable logistic regression models. RESULTS: Fifty-two of the 172 respondents (30%), who ranged from less than a year to 33 years after HCT, had some R/S struggle. In bivariate analysis, depression was associated with R/S struggle. In a multivariable logistic regression model, individuals with greater EC were nearly five times more likely to report R/S struggle. R/S struggle was not associated with age at transplant, time since transplant, gender, race, R/S self-identification, or medical variables. CONCLUSION: R/S struggle is common among YA HCT survivors, even many years after HCT. There is a strong correlation between EC and R/S struggle. Given the prevalence of R/S struggle and its associations with EC, survivors should be screened and referred to professionals with expertise in EC and R/S struggle as appropriate. Further study is needed to determine longitudinal trajectory, impact of struggle intensity, causal relationships, and effects of R/S struggle on health, mood, and QOL for YA HCT survivors.
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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 | 0.001 | 0.000 |
| 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 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".