Psychological Disorders, Cognitive Impairment, and Quality of Life with Chemotherapy-induced Neuropathy in Colon and Rectal Carcinoma Patients
Why this work is in the frame
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Bibliographic record
Abstract
Purpose: To evaluate mental health, cognitive function, and living quality of colon and rectal carcinoma patients with oxaliplatin-induced neurotoxicity. Methods: Fifty recurrence-free colorectal cancer (CRC) patients with oxaliplatin chemotherapy while 50 control patients without oxaliplatin chemotherapy were enrolled in this study. Subjective and objective aspects of oxaliplatin chemotherapy symptoms were assessed with oxaliplatin neurotoxicity classification. Psychological assessment was measured via the Self-Rating Anxiety Scale (SAS) and Self-Rating Depression Scale (SDS). Cognitive function was measured via Montreal Cognitive Assessment (MoCA). Quality of Life (QOL) was assessed using the World Health Organization’s Quality of Life (WHOQOL-BREF) shortened instrument. Results: Of the patients with oxaliplatin chemotherapy, 41 patients had depression and 42 patients had anxiety. Patients with oxaliplatin chemotherapy scored higher on average on both the SDS (64.36 ± 7.22) and SAS (67.49 ± 9.41) compared to those without oxaliplatin chemotherapy (SDS, 57.86 ± 5.27, p=0.006; SAS, 61.57 ± 10.06, p = 0.004). Patients with oxaliplatin chemotherapy, on average, scored lower on the MoCA (23.46 ± 3.17) compared to patients without oxaliplatin chemotherapy (27.49 ± 2.03, p < 0.05). In addition, patients with oxaliplatin chemotherapy scored significantly lower on measures of physical health (18.9 ± 7.8 vs. 37.8 ± 6.2, p<0.05), psychological health (19.3 ± 8.2vs. 39.8 ± 8.1, p<0.05), and social relationship (50.2 ± 10.1 vs. 70.6 ± 10.5, p<0.05) compared to patients without oxaliplatin chemotherapy. Multivariate linear regression analysis demonstrated that anxiety and cognitive impairment performance significantly predicted for global Quality of Life (QOL). Conclusions: colorectal cancer (CRC)patients with oxaliplatin chemotherapy experience mood disorders, cognitive impairment, and reduced Quality of Life (QOL). The clinical symptoms severity of oxaliplatin cemotherapy plays an important role in mood change and cognitive function. Decreased Quality of Life (QOL) was associated with anxiety and cognitive impairment.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 | 0.000 |
| 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 it