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Record W4401989745 · doi:10.1080/24745332.2024.2385841

Outpatient selected lobar lavage: A novel approach to managing pulmonary alveolar proteinosis

2024· article· en· W4401989745 on OpenAlexaff
Daniel Gillett, Chanel Kwok, Kayvan Amjadi

Bibliographic record

VenueCanadian Journal of Respiratory Critical Care and Sleep Medicine · 2024
Typearticle
Languageen
FieldMedicine
TopicNeonatal Respiratory Health Research
Canadian institutionsUniversity of OttawaWestern University
Fundersnot available
KeywordsPulmonary alveolar proteinosisMedicineBronchoalveolar lavageIntensive care medicinePathologyLungInternal medicine

Abstract

fetched live from OpenAlex

BACKGROUND Pulmonary alveolar proteinosis (PAP) is a rare disease characterized by the accumulation of surfactant components in alveoli, impairing gas exchange. The mainstay of treatment remains whole lung lavage (WLL); however, selected lobar lavage (SLL) using smaller volumes of normal saline has also been described. Due to the marked variability in the severity and natural history of PAP, there is a need for more tailored treatment approaches.METHODS Repeated outpatient SLL were performed using conscious sedation and fiberoptic bronchoscopy at intervals between 1 and 6 weeks. Each procedure targeted a single lobe, with the order of lavages based on degree of radiographic involvement. The bronchoscope was modified with a flushing pump to deliver warm normal saline in 100 mL aliquots up to a maximum of 3000 mL. Computed tomography scans and pulmonary function testing were performed at baseline and repeated after completion of all lavages.RESULTS Radiographic and symptomatic improvement was noted in all cases and physiologic improvement was noted in three of four cases. The only complication was transient procedural hypoxemia. All patients were able to be discharged home on the same day of their procedure.INTERPRETATION Our experience suggests outpatient SLL is a safe and effective alternative to WLL in mild-moderate cases of PAP with the benefits of avoiding admission to hospital, general anesthesia, and endotracheal intubation with single-lung ventilation. All patients remained relapse free for a minimum follow-up duration of 11 months.

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)0.001
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: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.001
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.051
GPT teacher head0.350
Teacher spread0.298 · 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
Published2024
Admission routes1
Has abstractyes

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Same venueCanadian Journal of Respiratory Critical Care and Sleep MedicineSame topicNeonatal Respiratory Health ResearchFrench-language works237,207