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Record W2300506720 · doi:10.1155/2014/803708

Desquamative Interstitial Pneumonitis in a Healthy Non-Smoker: A Rare Diagnosis

2014· article· en· W2300506720 on OpenAlexaff
Ryan R. Kroll, Diane Flood, John R. Srigley

Bibliographic record

VenueCanadian Respiratory Journal · 2014
Typearticle
Languageen
FieldMedicine
TopicInterstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
Canadian institutionsCredit Valley HospitalTrillium Health CentreQueen's University
Fundersnot available
KeywordsMedicineHypersensitivity pneumonitisInterstitial lung diseaseEosinophilicPneumonitisProductive CoughDermatologyPathologyLungRadiologyInternal medicine

Abstract

fetched live from OpenAlex

This article reports a rare condition first described in 1965 and is most commonly associated with smoking and certain occupations. Onset of nonspecific symptoms is typically insidious and, while bloodwork and imaging may be valuable, tissue sampling is required for diagnosis. Desquamative interstitial pneumonitis most commonly affects tobacco smokers in their fourth or fifth decades of life; this article, however, describes the condition in a 27-year-old who worked in a potato chip factory. Desquamative interstitial pneumonitis is an interstitial lung disease most commonly associated with smoking. It causes respiratory symptoms including indolent cough and dyspnea. Characteristic findings on computed tomography include bilateral ground-glass opacities, septal thickening and preserved structure. Diagnosis is made by tissue sampling, which classically demonstrates alveolar macrophages, and thickened alveolar septa with an eosinophilic infiltrate lined with hyperplastic type II pneumocytes. Treatment is immune suppression with steroids or other agents, and avoiding the causal agent. The case reported describes a 27-year-old woman with no smoking history who worked in a potato chip factory, presenting with cough, dyspnea and dizziness. The patient had characteristic findings on imaging and was diagnosed via biopsy with desquamative interstitial pneumonitis. She improved clinically with reduced exposure and steroid therapy. While food production workers are at risk for respiratory illness, there are no reported cases of desquamative interstitial pneumonitis in this setting.

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 score0.011

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0030.002
Insufficient payload (model declined to judge)0.0030.001

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 head0.017
GPT teacher head0.269
Teacher spread0.253 · 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

Citations10
Published2014
Admission routes1
Has abstractyes

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