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Record W7135091635 · doi:10.4187/respcare.20244134244

FIO <sub>2</sub> Delivery of Three Different Oxygen Masks

2024· article· en· W7135091635 on OpenAlexaboutno aff
Hope Tedrow, Hannah Lave, Madi Mullins, Donald P. Griffith, Bilal Chaudhry, Brandon Burk, Nathan L Pounds

Bibliographic record

VenueRespiratory Care · 2024
Typearticle
Languageen
FieldMedicine
TopicInfection Control and Ventilation
Canadian institutionsnot available
Fundersnot available
KeywordsBreathingIntubationSpectrum analyzerOxygen deliveryMascaraGas analyzer

Abstract

fetched live from OpenAlex

Background: The AirLife Open Mask made by Vyaire (Mettawa, IL) specifies that it delivers an FIO2 range of 0.24-0.9 between 1-15 L/min. The OxyMask made by Southmedic (Ontario, CA) specifies that it delivers an FIO2 of 0.24-0.9 between 1-15+ L/min. The Adult 3-in-1 Mask with Standard Connector made by Medline (Northfield, IL) specifies that, as a medium concentration mask, it delivers an FIO2 of 0.35-0.5 between 5-10 L/min. This study aims to test the average FIO2 delivered by each mask at 3 different flows. We hypothesized that there is no difference in the FIO2 delivery between each mask type. Methods: Each mask listed above was attached to an intubation trainer mannequin (Laerdal Medical, NY) and ASL 5000 (Ingmar Medical, Pittsburgh, PA) breathing simulator. The mannequin’s trachea was connected to the simulator using a T adapter, and an Ohio Medical Mini-Ox (Ohio Medical, Gurnee, Il) O2 analyzer was used to obtain an FIO2 reading in the trachea. The ASL simulator was set up using the normal adult patient model with a VT of 500 mL, frequency 12 breaths/min, and TI of 1 s. The oxygen flow set to each mask was 1 L/min, 7 L/min, and 15 L/min respectively. The simulator was allowed to run until the VT was stable and the FIO2 for each scenario was recorded once the measurement reached equilibrium. Each set flow and mask combination were performed 5 times each. The O2 analyzer was calibrated between each run. Results: At 1 L/min, the AirLife Open Mask, OxyMask, and Adult 3-in-1 Mask resulted in mean FIO2 values of 28.58%, 28.8%, and 28.96%, respectively. There was no statistically significant difference (F(2,12) = 2.060, P = .17). At 7 L/min, the mean FIO2 values were 49.04%, 51.82%, and 44.48%, respectively, with a statistically significant difference (F(2,12) = 70.950, P < .001). At 15 L/min, the mean FIO2 values were 54.1%, 61.6%, and 53.6%, respectively, with a statistically significant difference (F(2,12) = 212.896, P < .001). Conclusions: This study demonstrated that there was no statistically significant difference in FIO2 delivered among the three masks at 1 L/min with a normal breathing pattern. However, there was a statistically significant difference in FIO2 delivery among the three masks at 7 and 15 L/min with the same breathing pattern. Based on the above, our hypothesis is rejected.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.337
Threshold uncertainty score0.359

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)0.0000.000

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 head0.020
GPT teacher head0.258
Teacher spread0.238 · 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.

The models applied no category: nothing in the taxonomy fit this work.
Study designBench or experimental
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
Published2024
Admission routes1
Has abstractyes

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