The impact of infection on health-related quality of life (HRQoL) in patients with Philadelphia negative relapsed or refractory B-cell precursor acute lymphoblastic leukemia (Ph- R/R BCP ALL) in a randomized, open-label, phase 3 study (TOWER).
Bibliographic record
Abstract
e18511 Background: In the phase 3 TOWER study (NCT02013167), blinatumomab (BLIN) significantly improved overall survival in adults with Ph- R/R BCP ALL, and these patients (pts) also reported better HRQoL (EORTC QLQ-C30 measures) compared with standard of care (SOC) chemotherapy. This analysis assessed the impact of grade 3+ infection, which was reported in 34.1% of BLIN pts vs 52.3% of SOC pts, on HRQoL in TOWER. Methods: Pts were stratified into two groups: those with infection vs those without infection, between baseline and Day 8, Day 15, and Day 29. A difference-in-difference (DID) model investigated the impact of infection on HRQoL. A 5-point change is considered the minimum clinically important difference in the EORTC QLQ-C30 for between group comparisons (King et al. 1996). Results: In total, 342 pts (n = 247 BLIN; n = 95 SOC) had a non-missing baseline and ≥1 post-baseline HRQoL score for any scale. Grade 3+ infection was reported in 15 (4.5%) pts before Day 8, 49 (14.5%) pts before Day 15, and 76 (22.6%) pts before Day 29. Pts with grade 3+ infection reported clinical meaningful deterioration in global health status (GHS) score and in almost all functional subscales across timepoints assessed (Table). At Day 29, grade 3+ infection was associated with statistically significant and clinically meaningful deterioration in GHS and most functional scales (Table). Similar but smaller effects were also observed for symptom scales/items (data not shown). Conclusions: Grade 3+ infection in pts with Ph- R/R BCP ALL was associated with clinically meaningful deterioration in HRQoL. The lower incidence of infection in pts treated with BLIN vs SOC may have contributed to the improved HRQoL for pts treated with BLIN. Clinical trial information: NCT02013167. [Table: see text]
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".