Relationship between striatal <sup>123</sup>I-FP-CIT uptake and cognitive functions in Parkinson’s disease
Bibliographic record
Abstract
パーキンソン病患者69名の認知機能と線条体ドパミントランスポーター（dopamine transporter; DAT）集積の関連を調べた．DATの集積形態別では，eagle wing群はegg shape群に比べ，運動症状が有意に軽度であった．認知機能は両群に有意差がなかった．DATの集積と認知機能は，specific binding ratio（SBR）と注意機能，前頭葉機能，日常記憶などが有意に相関した．重回帰分析では年齢とfrontal assessment batteryがSBRの有意かつ独立した交絡因子であった．DATの集積は，年齢の影響を受けるが，前頭葉機能と関連が強く，運動・認知機能の重症度を示す補助的な指標になり得る．
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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 | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".