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Record W2058205062 · doi:10.1097/aln.0b013e318216e858

Sleep Medicine and Anesthesia

2011· editorial· en· W2058205062 on OpenAlexaffabout
Frances Chung, David R. Hillman, Ralph Lydic

Bibliographic record

VenueAnesthesiology · 2011
Typeeditorial
Languageen
FieldMedicine
TopicObstructive Sleep Apnea Research
Canadian institutionsUniversity of TorontoUniversity Health Network
Fundersnot available
KeywordsMedicineSleep (system call)AnesthesiaAnesthesiologySleep medicineSleep disorderPsychiatryInsomnia

Abstract

fetched live from OpenAlex

IN October 2010 in San Diego, a group of anesthesiologists, sleep physicians, surgeons, emergency physicians, and basic scientists with an interest in sleep and anesthesia organized an American Society of Anesthesiologists preconvention symposium on this fascinating topic. This provided the impetus to form the Society of Anesthesia and Sleep Medicine (SASM) to promote discussion, education, development of clinical standards, and research related to issues common to anesthesia and sleep.The SASM objectives are to:Anesthesiology has evolved from a specialty based on procedures to a broader-based discipline.1Anesthesiologists are involved in a wide range of perioperative duties and have an evolving role in the care of the surgical patient beyond the immediate perioperative period. The role of the anesthesiologist has changed from one of a physician primarily concerned with intraoperative care and postoperative pain management to one of a perioperative physician responsible for ensuring that patients with preexisting medical conditions are optimally managed perioperatively and beyond.2Anesthesiologists have much to offer in mitigating risk to patients during the vulnerable period of perioperative care. Sleep apnea exemplifies a condition that requires expert guidance through the perioperative journey from preadmission to discharge and beyond and illustrates the potential for this broader perioperative role. Difficult airways have always been a prime concern of the anesthesiologist, and perioperative management of problems related to them is fundamental to anesthesiology practice.3–5Sleep apnea is now regarded as common, underdiagnosed, and associated with substantial morbidity and increased risk of postoperative complications.6–14In the early 1990s a major epidemiologic study showed that obstructive sleep apnea syndrome (obstructive sleep apnea with overt symptoms) was found to be present in 2% and 4% of middle-aged women and men, respectively.6Subsequent epidemiologic studies have demonstrated a clear association between obstructive sleep apnea and the development of hypertension, coronary artery disease, heart failure, stroke, and metabolic syndrome.7–9Obstructive sleep apnea remains underdiagnosed and may be first recognized in the perioperative setting. Given the significant morbidity associated with obstructive sleep apnea syndrome, it is incumbent on the anesthesiologist—the perioperative physician—to ensure that arrangements are made for appropriate diagnosis and treatment when such possibilities are raised.Sleep medicine and anesthesiology both are concerned with the significant changes in autonomic control associated with the loss of waking consciousness.15,16Sleep medicine is a relatively new and vibrant specialty17with a solid foundation in neuroscience.18Sleep medicine has been enriched by active involvement of basic scientists and by many clinical specialties, including pulmonology, neurology, internal medicine, psychiatry, and otorhinolaryngology. Why not anesthesiology as well? Anesthesiologists are in a unique position to identify patients with potential sleep-related breathing disorders, optimize their perioperative management, and contribute to their continuum of care.19–25We encourage anesthesiologists to embrace the role of perioperative sleep physician. Ample data now exist to support the view that anesthesiologists who understand sleep disorders will foster clinical practice, education, and research. We believe this is especially appropriate for a specialty in which airway management is such a fundamental concern.A SASM steering committee has been formed [Norman Bolden, M.D. (secretary), Frances Chung, M.B.B.S. (vice chair), Matthias Eikermann, M.D., Peter Gay, M.D., David Hillman, M.B.B.S. (chair), Shiroh Isono, M.D., Yandong Jiang, M.D., Max Kelz, M.D., and Ralph Lydic, Ph.D.] to establish a database of interested clinicians and scientists, incorporate the Society, empanel a membership, and arrange for the election of a Board, which will then take over management. SASM is organizing another preconvention conference on October 14, 2011 at the American Society of Anesthesiologists meeting in Chicago. Anyone who wishes to consider joining the Society or attending the annual meeting is invited to contact its secretary, Dr. Norman Bolden, at nbolden@metrohealth.org. The SASM website is www.anesthesiandsleep.org. There is much work to be done, and we hope that many will choose to get involved in the Society's activities.*Department of Anesthesiology, University Health Network, University of Toronto, Toronto, Ontario, Canada. frances.chung@uhn.on.ca. †Department of Pulmonary Physiology, Sir Charles Gairdner Hospital, Perth, Western Australia. ‡Department of Anesthesiology, University of Michigan, Ann Arbor, Michigan.

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)0.001
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: Editorial
Teacher disagreement score0.183
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0020.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.029
GPT teacher head0.313
Teacher spread0.284 · 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
GenreEditorial

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".

Quick stats

Citations25
Published2011
Admission routes2
Has abstractyes

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