Use of a drug eluting pleural catheter for pleurodesis
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
PURPOSE: Repeated administration of low-dose silver nitrate (SN) has been shown to be effective in creating pleurodesis. This study aimed to determine the effectiveness of a SN-eluting pleural catheter for pleurodesis. METHODS: Catheters with a chitosan-SN-hyaluronic acid hydrogel coating designed to release SN over 14 days, or placebo uncoated catheters, were inserted in rabbit and lamb pleurodesis models. Pleurodesis was assessed at 28 days according to a 1-8 point scoring system and pleural fibrosis and inflammation assessed histologically on a 0-4 point scale. RESULTS: In the rabbit model, pleurodesis scores were significantly increased in both the 24 mg and 50 mg SN catheters versus control animals as well as compared to the contralateral untreated pleural space (median-treated side scores were 5, 8, and 1, respectively, median score for contralateral side was 1 in all groups). In the lamb model, pleurodesis scores were significantly increased in both the 750 mg and 1000 mg catheter groups versus control animals as well as compared to the contralateral untreated pleural space (median-treated side scores were 7, 7, and 1, respectively, median score for contralateral pleural space was 1 in all groups). Catheters appeared well tolerated, although higher than expected mortality was seen in the 50 mg catheter rabbit group. CONCLUSIONS: A catheter designed to deliver SN to the pleural space over 14 days appears to be effective in creating pleurodesis. Further investigations to determine in-vivo catheter pharmacokinetics, toxicity, dose and optimal coating methods are warranted.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 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) | 0.000 | 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 it