Evaluation of the postoperative cognitive dysfunction in elderly patients with general anesthesia.
Bibliographic record
Abstract
OBJECTIVE: The present study is aimed to study the neuron-specific enolase (NSE) and S100b proteins in the evaluation of postoperative cognitive dysfunction in elderly patients with general anesthesia. PATIENTS AND METHODS: A total of 142 aged patients, who were treated with transurethral resection of the prostate (TURP) surgery under general anesthesia with propofol from June 2014 to December 2015, were randomly divided into two groups. The experiment group was given scopolamine butylbromide by intramuscular injection before the operation, while the control group had no preoperative intramuscular injection. The propofol was used for maintenance during the operation. The Mini-Mental State Examination (MMSE) and Montreal Cognitive Assessment (MoCA) scales were adopted for testing the patients on preoperative day 1, postoperative day 2 and postoperative day 9. After the surgery, there were 4 cases of postoperative cognitive dysfunction (POCD) patients in experiment group, while 21 cases of POCD patients in control group. While the 142 healthy adult volunteers, who were admitted to physical examination center of our hospital in the corresponding period, were selected as healthy controls. The expression levels of S100b and NSE of patients, as well as healthy controls, were detected by ELISA. RESULTS: In POCD patients, serum S100b and NSE levels were evidently higher than those of patients without POCD and healthy control group (p < 0.05). S100b and NSE levels of POCD patients in experiment group were significantly lower than those of control group (p < 0.05). Serum S100b and NSE levels are higher, the longer duration of POCD is, as the correlation coefficient rs = -0.1342, -1.6644, p < 0.05. CONCLUSIONS: The expression levels of S100b protein and plasma NSE in the serum of POCD patients increased, which indicated the severity of the disease. The preoperative intramuscular injection of scopolamine butylbromide has important clinical significance for the prevention of POCD.
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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 | 0.000 | 0.001 |
| 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 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".