Pilot randomized study comparing two techniques of airway anaesthesia during curvilinear probe endobronchial ultrasound bronchoscopy (CP‐EBUS)
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
BACKGROUND AND OBJECTIVE: This study evaluates two different techniques for topically anaesthetizing the airway with lidocaine during curvilinear probe endobronchial ultrasound bronchoscopy (CP-EBUS): standard injection through the working channel and spray catheter application. METHODS: This was a randomized, non-blinded, single-centre pilot study. Patients with plans for CP-EBUS under moderate sedation were enrolled. All patients received nebulized lidocaine followed by posterior oropharyngeal lidocaine via atomizer and a cotton ball swab using McGill forceps. Patients were then randomly assigned to lidocaine administration using spray catheter instillation or direct application through the working channel. Lidocaine was administered in a uniform fashion by a single investigator throughout the study. The primary end-point was the number of significant coughing episodes in the first 30 min of bronchoscopy. Other end-points included lidocaine and intravenous sedation medication dosage; severe coughing session; and number of transbronchial needle aspirations. RESULTS: Forty patients were included in the study: 20 patients in each group. The median numbers of coughing episodes in the first 30 min were 1 (spray catheter group) and 2 (standard injection group) (P < 0.004). Six patients in the standard installation group experienced severe coughing sessions, while there was none in the spray catheter group (P = 0.02). There were no statistical differences between the groups in the dosage of lidocaine or intravenous sedation medications used. There were a greater number of transbronchial needle aspirations performed in the spray catheter group (P = 0.008). CONCLUSIONS: Lidocaine delivery via the spray catheter reduced the number of significant coughing episodes compared with standard working channel injection during CP-EBUS. Larger studies are needed to confirm these exploratory findings.
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 | 0.001 | 0.001 |
| 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 | 0.001 |
| 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 it