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Record W4280612761 · doi:10.1111/hepr.13792

Value of liver biopsy in anorexia nervosa‐related transaminitis: A case study and literature review

2022· article· en· W4280612761 on OpenAlexaff
Kyrillos Faragalla, Jeffrey So, Pak Cheung Chan, Hanlin L. Wang, Jimin Liu

Bibliographic record

VenueHepatology Research · 2022
Typearticle
Languageen
FieldPsychology
TopicEating Disorders and Behaviors
Canadian institutionsMcMaster UniversityCanada Research ChairsUniversity of New BrunswickUniversity of TorontoSunnybrook Health Science CentreHealth Sciences CentreHalTechUniversity of Saskatchewan
Fundersnot available
KeywordsMedicineLiver biopsyHistopathologyLiver injuryInternal medicineBiopsyGastroenterologyHypoalbuminemiaWeight lossPathologyObesity

Abstract

fetched live from OpenAlex

Abstract Anorexia nervosa (AN) is a complex eating disorder that affects multiple organs. 60% of patients have liver injury with transaminitis. The mechanism of liver injury in AN remains unclear. We present a case of a 19‐year‐old female with AN was admitted to our hospital with marked transaminitis but near normal liver histology on biopsy. Her transaminitis eventually improved as she regained weight. We also conducted a literature review of similar cases to delineate the clinicopathologic spectrum of liver injury in AN patients. English published cases of adult AN patients with elevated transaminases who underwent a liver biopsy or autopsy were selected. 32 cases (including ours). All except four patients were female, with median age of 26.5 years and median body mass index 11.9 kg/m 2 . Presentations mainly included hypoglycemic coma and weight loss. 63% of patients had severe transaminitis (AST >15x ULN). Other lab findings included elevated international normalized ratio (72%) and hypoalbuminemia (47%). Microscopically, all cases showed intact hepatic architecture. Fibrosis was reported in 12 cases and necroinflamfmation in 8, but only half of each had severe transaminitis. AN patients display a wide spectrum of liver histopathology which often does not correlate with the degree of transaminitis. In severe persistent AN‐related transaminitis, liver biopsy is useful to assess the degree of liver injury and to exclude other potential etiologies.

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)0.002
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 score0.472
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.079
GPT teacher head0.427
Teacher spread0.348 · 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

Citations6
Published2022
Admission routes1
Has abstractyes

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