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Record W4244698845 · doi:10.14740/jmc2364w

Late Occurrence of Traumatic Chylothorax in a Multi-Trauma Patient With a Thoracic Spine Fracture-Dislocation

2015· article· en· W4244698845 on OpenAlexvenueno aff
Ioannis Siasios, Charalambos Gatos, Αναστασία Τάσιου, Aggeliki Fotiadou, Kostantinos Fountas

Bibliographic record

VenueJournal of Medical Cases · 2015
Typearticle
Languageen
FieldMedicine
TopicLymphatic Disorders and Treatments
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineChyleChylothoraxSurgeryComplicationPneumothoraxThoracic cavityHemopneumothoraxIntensive care unitInternal medicine

Abstract

fetched live from OpenAlex

Chylothorax is a rare form of chyle accumulation that can be associated with both traumatic and non-traumatic causes. We described a case of a patient who sustained a thoracic spine fracture-dislocation and presented with a left-sided chylothorax as a late complication to his thoracic spine trauma. A 19-year-old multi-trauma patient with bilateral pneumothorax, bilateral lung contusions and a severe thoracic spine fracture-dislocation was admitted to the intensive care unit (ICU) of our hospital intubated due to his unstable respiratory function. Bilateral thoracostomies were placed to his thoracic cavity prior to his admission to the ICU. The thoracic fracture-dislocation was stabilized with posterior fixation of his thoracic spine during his stay at the ICU. He was transferred to the neurosurgery department where at the 50th day of his hospitalization, a left-sided chylothorax was identified. Conservative management was decided and the chyle leak ceased over a period of 2 weeks. The patient was discharged from the clinic after a 3-month period of hospitalization. Traumatic chylothorax is a rare complication directly linked to thoracic spine fractures. It can occur immediately after trauma or several weeks after as in our case. Early diagnosis and treatment are essential for the avoidance of severe complications linked to the chyle loss. J Med Cases. 2015;6(12):568-571 doi: http://dx.doi.org/10.14740/jmc2364w

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)0.000
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.730
Threshold uncertainty score0.278

Codex and Gemma teacher scores by category

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

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 head0.065
GPT teacher head0.368
Teacher spread0.303 · 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.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations3
Published2015
Admission routes1
Has abstractyes

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