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Record W2966612102 · doi:10.14740/jmc.v10i7.3326

Anesthetic Management of Abdominal Aortic Aneurysm Repair in a Patient With Tuberous Sclerosis Complex

2019· article· en· W2966612102 on OpenAlexvenueno aff
Mohammed Hakim, Shabana Z. Shafy, Renee Heng, Joseph D. Tobias

Bibliographic record

VenueJournal of Medical Cases · 2019
Typearticle
Languageen
FieldMedicine
TopicTuberous Sclerosis Complex Research
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineTuberous sclerosisPresentation (obstetrics)Abdominal aortic aneurysmEtiologyDiseaseSurgeryAneurysmPathology

Abstract

fetched live from OpenAlex

Tuberous sclerosis complex, also known as Bourneville disease, is an autosomal dominant, progressive neurocutaneous disorder with variable presentation and multisystem involvement. It is characterized by the development of benign tumors in multiple organs and tissues in the body, with the majority of patients having neurological involvement. We report a 19-year-old adolescent, with tuberous sclerosis and advanced systemic involvement of the disease, presenting for surgical repair of an abdominal aortic aneurysm. The etiology and presentation of TS are discussed and its multisystem organ involvement is reviewed with emphasis on the anesthetic implications of the disease. J Med Cases. 2019;10(7):198-202 doi: https://doi.org/10.14740/jmc3326

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)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.348
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.054
GPT teacher head0.311
Teacher spread0.256 · 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 designObservational
Domainnot available
GenreEmpirical

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

Citations0
Published2019
Admission routes1
Has abstractyes

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