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A reply

2010· article· en· W4244909017 on OpenAlexaff
Steven B. Backman, Thomas Schricker

Bibliographic record

VenueAnaesthesia · 2010
Typearticle
Languageen
FieldMedicine
TopicAirway Management and Intubation Techniques
Canadian institutionsMcGill University Health Centre
Fundersnot available
KeywordsLidocaineMedicineAnesthesiaIntubationAirwayPopulation

Abstract

fetched live from OpenAlex

Xue and colleagues raise a number of important issues regarding our recent publication that compared atomised 1% with 2% lidocaine for topical airway anaesthesia in the morbidly obese [1]. In that study we demonstrated that 40 ml of 2% atomised lidocaine, using high-flow oxygen as the carrier gas, produced superior airway anaesthesia for awake fibreoptic intubation compared to 1% lidocaine. Mean (SD) peak plasma lidocaine concentration with 2% atomised lidocaine was 3.8 (0.5) μg.ml−1 following the end of atomisation and no signs of clinical toxicity were observed. These findings were consistent with the results of our previous study [2] which demonstrated that airway anaesthesia for awake oral fibreoptic intubation achieved by atomised 2% lidocaine in the morbidly obese is an efficacious and safe technique (peak plasma lidocaine concentration 2.8 (0.8) μg.ml−1). We emphasised in our reports that our observations apply only to the morbidly obese population. Furthermore, we have cautioned that in certain subjects, including patients with decreased lean body mass, hepatic or renal disease, airway topicalisation may result in toxic plasma levels of local anaesthetic drug. We have also highlighted that hypercarbia can decrease the seizure threshold for local anaesthetic plasma concentration and so particular caution should be exercised when embarking on airway topicalisation in patients with respiratory compromise. With these caveats in mind, we would point out that we have successfully used atomised lidocaine to produce topical airway anaesthesia for awake fibreoptic intubation in hundreds of cases and have invariably found this to be effective and safe. We respectfully submit that we have correctly interpreted Xue et al.’s [3] time for airway topicalisation, as gleaned from Table 2 of their article clearly indicating a ‘total time for airway sprays’ of 24.3 (3.8) min (1% lidocaine) and 22.8 (3.5) min (2% lidocaine). We continue to believe that one of the advantages of the atomised lidocaine technique is the rapidity at which the airway can be anaesthetised (< 5 min [1, 2]). This may not only facilitate a rapid yet safe turnover of patients in a high-volume bariatric surgery program, but may be crucial in critical situations demanding prompt airway management [2]. Airway anaesthesia that permits awake fibreoptic intubation can indeed be established with a lower (1%) concentration of atomised lidocaine [1], but this is associated with increased patient response to airway manipulation. As our previous studies were done in moderately sedated patients and because there is an inverse relationship between the level of sedation and the required depth of airway insensibility, topicalisation with lower concentrations of lidocaine may be acceptable, particularly if an increased level of sedation is targeted. While we are convinced of the merits of the lidocaine atomisation technique, as articulated above, it is naïve to think that any one method of airway anaesthesia is ideally suited to every clinical situation. As such, debate on the superiority of any one technique (e.g. atomisation vs ‘spray-as-you-go’) is of limited value. Rather, each technique must be evaluated on its strengths and weaknesses in the context of patient and procedure, as we have emphasised previously.

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.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.532
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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.

Opus teacher head0.010
GPT teacher head0.266
Teacher spread0.256 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designNot applicable
Domainnot available
GenreEmpirical

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".

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Citations0
Published2010
Admission routes1
Has abstractyes

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