Study on Cognitive Function and Quality of Life of Patients with Depression after Hemorrhagic Stroke
Bibliographic record
Abstract
Objective: To explore the characteristics of the cognitive function and quality of life in patients with depression after hemorrhagic stroke(Post-Stroke Depression, PSD) in different periods. Methods: Prospective cohort study of 57 PSD patients and 91 NPSD patients was designed and the data collection of China Stroke Scale(CSS), Hamilton Depression Scale(HAMD), Montreal Cognitive Assessment(Mo CA) and Barthel Index(BI) occurred during the intervention period at baseline, 6 weeks and 12 weeks. Results: The difference of the Mo CA scores and BI scores between PSD patient and NPSD patient at baseline was not statistically significant(11.6 ±2.9 vs 11.2 ±3.1, P0.05; 45.6 ±8.3 vs 46.2 ±7.2, P0.05 respectively). While the Moca scores and BI scores of PSD patient after 6weeks and 12 weeks after treatment were significantly lower than NPSD patient(13.4±2.3 vs 15.8±2.8, P0.000; 18.2±3.2 vs 22.6±2.4, P0.000; 63.8±6.5 vs 72.2±7.5, P0.000; 77.2±4.1 vs 85.8±5.6, P0.000). Conclusions: The cognitive function was speculated as an independent predictor factor of long-term prognosis of PSD patients, which could help to develop PSD rehabilitation strategies.
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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 | 0.000 | 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 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".