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Record W4413206250 · doi:10.63332/joph.v4i3.3194

The Role of Anesthesia Technicians in Enhancing Patient Safety During Surgery

2024· article· en· W4413206250 on OpenAlex

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.

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

VenueJournal of Posthumanism · 2024
Typearticle
Languageen
FieldMedicine
TopicCardiac, Anesthesia and Surgical Outcomes
Canadian institutionsnot available
FundersMinistry of Defense
KeywordsPatient safetyTechnicianWorkforceMedicineScope of practiceScope (computer science)PerioperativeMedical emergencyNursingHealth careAnesthesiaEngineeringPolitical scienceComputer science

Abstract

fetched live from OpenAlex

This paper provides a comprehensive analysis of the multifaceted role of anesthesia technicians in mitigating risks and enhancing patient safety within the complex perioperative environment. Anesthesia technicians, as integral members of the physician-led Anesthesia Care Team (ACT), perform a wide range of critical tasks that form a foundational layer of the surgical safety net. This report examines the profession's scope of practice, as defined by the American Society of Anesthesia Technologists and Technicians (ASATT), detailing the technician's responsibilities in the preoperative, intraoperative, and postoperative phases of care. Key functions, including the meticulous preparation and safety verification of anesthesia machines, sterile drug compounding, and real-time technical support during procedures, are analyzed for their direct impact on preventing medical errors. Furthermore, it investigates the systemic challenges confronting the profession—such as workforce shortages, occupational burnout, lack of professional recognition, and barriers to advanced training—and correlates these issues with tangible risks to patient safety. Through a comparative analysis of analogous roles in Canada and the United Kingdom, this paper contextualizes the U.S. model and identifies pathways for professional advancement. The analysis concludes that the formal recognition, proper resourcing, and continuous professional development of anesthesia technicians are indispensable, high-yield strategies for strengthening the infrastructure of anesthesia care and improving overall surgical patient safety outcomes.

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 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)0.001
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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.445
Threshold uncertainty score0.272

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
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 head0.005
GPT teacher head0.226
Teacher spread0.222 · 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