Bibliographic record
Abstract
Objective To discuss the silent cerebral infarction(SCI) and its relation to cognitive function.Methods Cognitive function was assessed with Montreal Cognitive Assessment(MoCA) in 55 cases silent cerebral infarction patients diagnosed by brain CT or MRI and 31 cases normal control group.Cognitive function and its various indicators were observed.Images of the 55 cases were analyzed.Results The incidence of cognitive impairment in 55 SCI patients is significantly higher than the control group(P 0.05).And scores of the visuospatial/executive,attention,abstraction and orientation in the silent cerebral infarction group were significantly lower than that of the control group(P0.05).Besides,scores of the naming,calculation,language and delayed recall were lower than that of the control group,but the two groups had no statistical significance(P0.05).Conclusions The silent cerebral infarction patients have cognitive impairment,which mostly displays damage of visuospatial/executive,attention,abstraction and orientation.
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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 | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 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) | 0.002 | 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".