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An Unusual Site for BIS Monitoring

2004· letter· de· W2036244589 on OpenAlex
Thomas M. Hemmerling, Stéphane Deschamps, Guillaume Michaud, Guillaume Trager

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenueAnesthesia & Analgesia · 2004
Typeletter
Languagede
FieldMedicine
TopicHealthcare Technology and Patient Monitoring
Canadian institutionsUniversité de MontréalMontreal Neurological Institute and Hospital
Fundersnot available
KeywordsOcciputFentanylPropofolMedicineAnesthesiaForeheadSevofluraneSkin graftingEndotracheal tubeRocuroniumSurgeryIntubation

Abstract

fetched live from OpenAlex

To the Editor: We recently performed an unusual case of BIS monitoring in a patient undergoing surgery in the ventral position. The 52-yr-old patient (ASA physical status: 2) was admitted for burns of second degree (8%) and had to undergo skin graft surgery in the ventral position. The duration of surgery was projected as 90 min and consisted of skin grafting of the back. After induction of anesthesia using fentanyl 5 μg/kg and propofol 2 mg/kg, endotracheal intubation was facilitated using rocuronium 0.6 mg/kg. BIS monitoring (Aspect A-2000 monitoring system, Aspect Medical) was chosen. The patient presented with a completely baldhead. Therefore a BIS reading was attempted via application of the BIS sensor on the occipital region (Fig. 1A). A second BIS sensor was applied at the forehead as standard. Initial readings appeared very similar, with a mean impedance of 2 kg at the occiput and 2.5 kg at the frontal site (Fig. 1B). BIS readings from both sites were recorded every 30 s throughout surgery. Fifty-five minutes after the beginning of BIS monitoring, surgery was finished. Sevoflurane was stopped 6 min after the end of sevoflurane application at a BIS reading of 90, the patient opened his eyes, and was extubated 1 min afterward. The BIS values of the two BIS sensors were compared (Fig. 2). Agreement between the values was calculated at a bias of 1 (BIS occiput: frontal) with limits of agreement of −7 to 9, respectively.Figure 1.: A, shows placement of BIS sensor at the occipital region. B, shows two Aspect 2000 monitors simultaneously recording signals from the occipital region (above) and the frontal region at the beginning of the case.Figure 2.: BIS monitoring via BIS sensors placed frontally and at the occipital region, simultaneously.We present an unusual case of BIS monitoring. Application of the BIS sensor was made possible by the fact that the patient’s head was shaved. Despite the fact that EEG tracing therefore reflected occipital signals, both sites could have been used interchangeably. In this case, occipital monitoring was easier to apply and would have been preferable in order to avoid pressure points. Our case illustrates the possibility to use an alternative monitoring site at the occipital region. Thomas M. Hemmerling, MD, DEAA Stéphane Deschamps, MSc Guillaume Michaud Guillaume Trager, MS, MSc The Neuromuscular Research Group (NRG) Department of Anesthesiology Université de Montréal Montréal, Canada [email protected]

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 categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesResearch integrity
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.826
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0040.003
Insufficient payload (model declined to judge)0.0000.002

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 head0.037
GPT teacher head0.331
Teacher spread0.293 · 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