Cucurbit[7]uril‐Mediated Organ‐Specific Delivery of Ultrasmall NIR‐II Luminescent Gold Nanocarriers for Therapy of Acute Kidney Injury (Adv. Funct. Mater. 6/2024)
Bibliographic record
Abstract
Kidney-Specific Delivery In article number 2309949, Jinbin Liu, Ruibing Wang, and co-workers develop a series of ultrasmall NIR-II emitting gold nanocarriers, allowing for fine-tuning liver or kidney-specific delivery via altering the surface chemistry using cucurbit[7]uril and Cys-Arg-Gly-Asp peptide. Accordingly, the selected ultrasmall nanocarriers could facilitate kidney-targeted delivery in acute kidney injury mice, which significantly boosts drug accumulation at the site of injured kidneys, thereby achieving improved therapeutic results.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.004 | 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 teacher head, 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".