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Bedside detection of awareness in the vegetative state: a cohort study

2011· article· en· 710 citations· W2150174491 on OpenAlex· 10.1016/s0140-6736(11)61224-5

Why is this work in the frame?

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

Canadian affiliationAn author listed a Canadian institution. This is the only route the usual frame has.
Canadian funderA Canadian agency funded it. The work may carry no Canadian affiliation at all.

Classifier prediction

metacan-v1-d91a1de5be90

Predictions imitate two machine teachers. Scores are not calibrated prevalence probabilities.

Classifier candidate
Scholarly communicationObservational
Classifier consensus
Observational
Teacher imitation scores

Codex

Observational1.000
Scholarly communication0.022
Open science0.011
Meta-epidemiology (broad)0.008
Not applicable0.008
Bench or experimental0.005
Qualitative0.002
Randomized trial0.001
Research integrity0.001
Metaresearch0.001
Meta-analysis0.000
Other design0.000
Theoretical or conceptual0.000
Bibliometrics0.000
Simulation or modelling0.000
Science and technology studies0.000
Systematic review0.000
Meta-epidemiology (narrow)0.000
Non-randomized trial0.000
Case report0.000

Gemma

Observational0.999
Bench or experimental0.015
Metaresearch0.006
Not applicable0.001
Randomized trial0.001
Research integrity0.001
Meta-analysis0.000
Qualitative0.000
Bibliometrics0.000
Science and technology studies0.000
Simulation or modelling0.000
Theoretical or conceptual0.000
Open science0.000
Meta-epidemiology (narrow)0.000
Systematic review0.000
Case report0.000
Meta-epidemiology (broad)0.000
Non-randomized trial0.000
Scholarly communication0.000

Machine scores (provisional)

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

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.

Opus teacher head0.171
GPT teacher head0.386
Teacher spread
0.215 how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Abstract

BACKGROUND

Patients diagnosed as vegetative have periods of wakefulness, but seem to be unaware of themselves or their environment. Although functional MRI (fMRI) studies have shown that some of these patients are consciously aware, issues of expense and accessibility preclude the use of fMRI assessment in most of these individuals. We aimed to assess bedside detection of awareness with an electroencephalography (EEG) technique in patients in the vegetative state.

METHODS

This study was undertaken at two European c…

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