Catatonia Following Autologous Tumor-Infiltrating Immunotherapy and Interleukin-2 Infusions: A Case Report
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
Depressive symptoms are often found in patients undergoing hematopoietic stem cell transplantation (HSCT). However, the impact of depression on overall survival and other outcomes after HSCT has not been systematically reviewed.The objective of this review was to determine if depression before HSCT is associated with poor posttransplant outcomes.We performed a systematic research, following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISM) guidelines based on several databases (MEDLINE, EMBase, and PsycINFO) for cohort studies on adults undergoing HSCT, comparing overall survival or other outcomes (length of aplasia, infectious complications) between patients with depressive symptoms and controls. For studies reporting overall survival hazard ratios, we conducted a meta-analysis by calculating a 95% confidence interval hazard ratios, and we assessed heterogeneity with the I2 statistic. Study quality was assessed using the Newcastle-Ottawa Quality Assessment scale for cohort studies.A total of 18 studies were included in the systematic review (22,235 participants) and 8 in the meta-analysis. There were a variety of depression screening tools, the Hospital Anxiety and Depression Scale (HADS) being the most reported questionnaire. A significant association between depression and overall survival was found in 9 studies, whereas 8 studies shown no association. Depression tended to have an impact on length of aplasia and infectious complications. In the meta-analysis, depression was found to impact significantly overall survival after HSCT with a hazard ratio = 1.07 (95% confidence interval 1.03–1.11). A publication bias was found in the meta-analysis.Depression seems to have a significant impact on post-HSCT survival and on length of aplasia. A systematic screening of depression before HSCT should be considered, with validated tools such as HADS. Future research needs to be done to measure the impact of depression on HSCT response and understand its physiopathology.
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| 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