Bibliographic record
Abstract
Objective To investigate the effect of serum level of calcitonin gene-related peptide(CGRP)and neuropeptide Y(NPY)and their significance in patients of vascular dementia(VD).Methods The change of levels of CGRP and NPY in VD group,non-infarct dementia group(CI group),and healthy control group(NC group)was measured.The scores of Montreal Cognitive Assessment Scale(MoCA)of groups were compared.Results In VD group,MoCA score and CGRP levels were lower than the NC group and CI group,while NPY levels were higher than two groups,and the differences were statistically significant(P0.05).MoCA score and CGRP levels were positively correlated(r=0.439,P0.01),and NPY levels were negatively correlated(r =-0.278,P0.05)in VD group.Conclusion Chronic brain hypoperfusion is the major risk factors for VD.Vasomotor imbalance of brain function can be a result of cerebral ischemia and hypoxia,and may lead to damage of brain cell further.
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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 | 0.000 | 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) | 0.001 | 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".