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Record W2005839556 · doi:10.1177/0300985810381246

Diagnostic Exercise

2010· article· en· W2005839556 on OpenAlexaff
Keyvan Amini, Elemir Simko, Jennifer Davies

Bibliographic record

VenueVeterinary Pathology · 2010
Typearticle
Languageen
FieldNursing
TopicSelenium in Biological Systems
Canadian institutionsUniversity of Saskatchewan
Fundersnot available
KeywordsMedicineHydrothoraxNecrosisRespiratory distressAcute respiratory distressDifferential diagnosisParenteral nutritionInternal medicineIntensive care medicineGastroenterologyPathologySurgeryLungAscites

Abstract

fetched live from OpenAlex

Parenteral selenium (Se) and vitamin E (Vit E) were administered to all newborn kids at a Boer goat farm where there was previous high neonatal mortality assumed to be due to nutritional myopathy. All treated kids were affected by severe respiratory distress and died within 8 hours of Se/Vit E administration. Gross lesions included severe pulmonary edema, hydrothorax, and hydropericardium. The primary histopathologic finding was severe, acute, and monophasic myocardial contraction band necrosis. The diagnosis was accidental acute selenosis based on trace mineral analysis of the liver. This case highlights an important differential diagnosis in cases of acute myocardial contraction band necrosis and sudden death in goats and emphasizes the need for caution when administering parenteral Se/Vit E preparations.

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)0.000
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: Bench or experimental · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.935
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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)0.0010.001

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 head0.027
GPT teacher head0.286
Teacher spread0.259 · 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 designBench or experimental
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

Citations11
Published2010
Admission routes1
Has abstractyes

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