Characteristics of MoCA test in the mild cognitive impairment patients aged over 80 years with office backgrounds
Bibliographic record
Abstract
Objective To study the characteristics of Montreal cognitive assessment(MoCA) scale in the mild cognitive impairment(MCI) patients aged over 80 years with office backgrounds. Methods Eighty-three cases aged over 65 years with office backgrounds in Nanjing were selected and diagnosed by clinic parameters and the MoCA scale.The cases were divided into three groups: patients aged under 80 years with MCI(group A),patients aged over 80 years with MCI(group B),patients aged over 80 years without MCI(group C).The scores of MoCA scale in three groups were compared. Results The scores of the executive function and word fluency were worse in group B than those in group A and group C.The levels of serum cholesterol and platelet aggregation rate in group A were highest among the three groups. Conclusions The cognitive functions,especially executive function,are decreased with aging in older MCI patients because of atherosclerosis and so on.
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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 | 0.001 |
| 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".