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It's Time Hospitals Abandon Nitrous Oxide Pipes

2024· article· en· W4391244012 on OpenAlex

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aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueASA Monitor · 2024
Typearticle
Languageen
FieldNursing
TopicNursing Education, Practice, and Leadership
Canadian institutionsnot available
Fundersnot available
KeywordsNitrous oxideEnvironmental scienceBusinessMedicineAnesthesia

Abstract

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Recently, hospitals on three separate continents independently discovered that most of their nitrous oxide (between 75% and 95%) leaks out through central piping manifolds prior to use, wasting money and polluting the atmosphere (Anaesthesia 2022;77:1023-9). This led to the creation of the Nitrous Oxide Project in the United Kingdom and the recommendation by the Association of Anaesthetists in the U.K. and the ASA Committee on Environmental Health to abandon central nitrous piping in old buildings and avoid installation in new construction (asamonitor.pub/3nW8rRz; asamonitor.pub/GORPA). Nitrous oxide is a potent greenhouse gas that persists in the atmosphere for over a century, with a global warming potential 273 times that of the reference unit carbon dioxide (Anesth Analg 2012;114:1081-5). Further, nitrous oxide is the most dominant ozone-depleting gas, increasing skin cancer risks to humans and other animals from excessive ultraviolet light exposure (Science 2009;326:123-5; Br J Anaesth 2020;125:680-92). While contributions to global atmospheric emissions from health care are difficult to discern from natural sources (such as volcanic eruptions), worldwide anesthetic use has been estimated to contribute between 1%-3% of the global nitrous oxide footprint (Br J Anaesth 2020;125:680-92). At the level of the health care facility, waste anesthetic gases can account for 5% of an acute care organization's greenhouse gas emissions, and half or more of this can come from nitrous oxide alone (Br J Anaesth 2021;126:e193-5; asamonitor.pub/3Rgrp0n). Fortunately, most anesthetic pollution from health care facilities is avoidable. Of the four main inhaled anesthetics, the volatile agents desflurane, sevoflurane, and isoflurane require a vaporizer device on an anesthesia machine, while the compressed gas nitrous oxide is routinely piped through facility walls from large central tanks. These large, high-pressure tanks (sometimes interconnected in series) are connected through manifolds to the central pipes and reach the point of care for uninterrupted on-demand use. Significant leaks routinely occur at the manifold connections and are worse with cryogenically condensed tanks than with compressed tanks, owing to greater mass. The recommendation is to abandon existing central pipe systems, avoid installing them in new construction, and instead substitute small, portable e-cylinder tanks for direct use at the point of care that remain closed between cases. While switching to portable tanks seems simple, several barriers exist, including lack of facility and perioperative leadership knowledge about this issue, concerns around increased storage space, additional staffing requirements, and retrofitting costs. These concerns are surmountable, however. Staff buy-in requires baseline and progress performance measurements (Anaesthesia 2022;77:1023-9). This begins most simply with obtaining procurement nitrous oxide records from the medical gas department, including quantities (in total liters) and costs per facility. Next, clinical utilization should be assessed through extracting electronic health record (EHR) data, including summaries of fresh gas flow rates (liters per minute) and duration of use. (No protected health information is required.) Room location of nitrous oxide use should also be assessed to identify areas of high utilization. Clinical staff utilization can also be assessed in this way. Procurement data should be compared against clinical utilization records to quantify facility-level-relative and absolute losses, costs, and emissions. Hospital leaders in possession of this data should be inclined to abandon central piping; however, further considerations are necessary. Substituting portable e-cylinders will require evaluation of any additional space and support staff needs. This can be accomplished by dividing total liters of nitrous oxide used (liters/min x total minutes) by the liters per e-cylinder (680) to estimate the number of portable tanks required in any given time frame and location. These estimates are essential to ensure adequate code-compliant storage space and handling staff. Surprisingly, results may demonstrate that no changes are required to existing space or staff.The biggest obstacle managers may face with abandoning central piping is if anesthesia machines require retrofitting to support portable nitrous oxide e-cylinders. Vendor quotes can range between $3,000-$5,000 for modifications per machine, which can be cost-prohibitive, even when accounting for 95% savings on nitrous oxide procurement, given its low cost. Solutions include targeted retrofitting; applying aforementioned EHR data to identify locations of high utilization, e.g., pediatric ORs; avoiding central nitrous oxide piping in new construction and applying averted costs; selecting nitrous oxide fitting options when performing anesthesia machine upgrades (typically every 10-15 years); and getting clinical staff buy-in to abandon nitrous oxide from the formulary altogether. ASA recently approved a statement declaring low-flow sevoflurane as safe, below the lower limits noted in the FDA package insert (asamonitor.pub/3GzEEnM; Anesth Analg 2023;136:327-37; ASA Monitor 2023;87:e4-5). While specific to sevoflurane, this guidance can reassure clinicians overall, and also because sevoflurane is frequently used in combination with nitrous oxide. In addition, the Anesthesia Patient Safety Foundation now offers a free online low-flow simulator course, which can be especially helpful for trainees (asamonitor.pub/46Sul94). Importantly, clinical staff may elect to remove nitrous oxide from their hospital formularies altogether; even some pediatric groups are suggesting it is unnecessary (Paediatr Anaesth October 2023). If this commitment is too large for a department, ensuring availability of portable e-cylinders in select locations may be culturally acceptable for clinicians and can also satisfy leadership concerns around retrofitting cost constraints. The climate crisis is rapidly accelerating and threatening human and planetary health (Lancet 2022;400:1619-54). The U.S. health care sector contributes approximately 8.5% of total national greenhouse gas emissions and 1.25% of total global greenhouse gas emissions (Lancet 2022;400:1619-54; Health Aff 2020;39:2071-9). Recognizing both feasibility and impact, the Agency for Healthcare Research and Quality's Primer on Measures and Actions for Healthcare Organizations to Mitigate Climate Change and The Joint Commission's Sustainable Healthcare Certification program support inhaled anesthetic emission reductions (asamonitor.pub/41sSgLv; asamonitor.pub/48EwruI). Electively abandoning central nitrous oxide piping presents an important opportunity to mitigate this pollution. Disclosure:Dr. Sherman received partial salary support from the Commonwealth Fund and the Canadian Institutes of Health Research.Jodi D. Sherman, MD, Past Chair, ASA Committee on Environmental Health, Member, ASA Committee on Equipment and Facilities, Associate Professor of Anesthesiology and Associate Professor of Epidemiology in Environmental Health Sciences, Yale School of Medicine and Yale School of Public Health, New Haven, Connecticut.

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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: Not applicable
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.074
Threshold uncertainty score0.998

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 communication0.0000.001
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.003

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 head0.015
GPT teacher head0.304
Teacher spread0.289 · 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