MétaCan
Menu
Back to cohort

An Unusual Site for BIS Monitoring

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

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.010
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Other · Consensus signal: none
Teacher disagreement score0.011
Threshold uncertainty score0.014

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.010
Meta-epidemiology (narrow)0.0020.001
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0020.001
Science and technology studies0.0010.002
Scholarly communication0.0020.004
Open science0.0030.002
Research integrity0.0110.008
Insufficient payload (model declined to judge)0.0040.002

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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreOther

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

Citations9
Published2004
Admission routes2
Has abstractyes

Explore more

Same venueAnesthesia & AnalgesiaSame topicHealthcare Technology and Patient MonitoringFrench-language works237,207