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Record W4408861487 · doi:10.14740/jmc5093

Medium-Chain Acyl-CoA Dehydrogenase Deficiency Disorder as a Cause of Acute Liver Failure in a 23-Month-Old Baby

2025· article· en· W4408861487 on OpenAlexvenueno aff
Inva Gjeta, Ilirjana Bakalli, Durim Sala, Ermela Çelaj, Marsela Biqiku, Virtut Velmishi, Elmira Kola

Bibliographic record

VenueJournal of Medical Cases · 2025
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicMetabolism and Genetic Disorders
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineLiver failureLiver enzymePediatricsInternal medicineGastroenterology

Abstract

fetched live from OpenAlex

Fatty acid oxidation disorders are inborn metabolic defects caused by impaired beta-oxidation of fats within the mitochondria. This occurs due to a deficiency in the pathway of fatty acids into the mitochondria via carnitine. Although their incidence is not frequent, the clinical presence of this disorder often leads to morbidity and high mortality. Medium-chain acyl-CoA dehydrogenase (MCAD) deficiency is part of the large group of fatty acid oxidation disorders which has a high variability in clinical manifestations and in daily medical practice can be challenging to early and correctly diagnose. In this article, we present a 23-month-old boy with drowsiness, mild hypoglycemia, and rapid progression to acute liver failure as a consequence of this metabolic disorder. Once the diagnosis was confirmed, treatment was conducted following the guideline of hypoglycemia of the metabolic disorder of MCAD deficiency and its complications. The child was discharged in good condition and the follow-up after 6 months was successful. Further, we review the literature on this genetic condition and check on how they connect to our case. The article aims to focus on the early evaluation of the clinical signs that present from the underlying of this rare metabolic disorder and the importance of aggressive treatment to prevent complications that can be fatal for the patient.

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)0.000
metaresearch head score (Gemma)0.002
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: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0020.001
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0030.003
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 head0.007
GPT teacher head0.275
Teacher spread0.268 · 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
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
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueJournal of Medical Cases→Same topicMetabolism and Genetic Disorders→French-language works237,207→