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Record W2525380227

Morbidity and Mortality of Surgical Lung Biopsy and Implications of Histopathologic Findings in Interstitial Lung Disease

2014· article· en· W2525380227 on OpenAlexaffabout
Melissa Brijbassi, Jolene H. Fisher, Shane Shapera, Theodore K. Marras

Bibliographic record

Venue18th International Colloquium on Lung and Airway Fibrosis · 2014
Typearticle
Languageen
FieldMedicine
TopicInterstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
Canadian institutionsUniversity Health NetworkUniversity of Toronto
Fundersnot available
KeywordsMedicineInterstitial lung diseaseLung biopsyMechanical ventilationMortality rateBiopsyRetrospective cohort studyIntubationLungSurgeryRadiologyInternal medicine
DOInot available

Abstract

fetched live from OpenAlex

Rationale: Management and prognosis varies among different Interstitial Lung Diseases (ILDs), necessitating an accurate diagnosis. When pathology is needed for diagnosis, a surgical lung biopsy (SLB) is usually required. Existing limited data suggests high short-term mortality rates associated with SLB in ILD. The primary objective of this study was to evaluate the morbidity and mortality associated with SLB in ILD in a specialized center. Methods: We performed a single centre retrospective case series which included patients who underwent a SLB for ILD between 2005 and 2012 at the Toronto General Hospital. ILD was defined according to pathology report. Descriptive statistics were used to summarize the data. Crude 30 and 60-day post-operative mortality and hospital length of stay was determined for all study participants. Associations with hospital length of stay were evaluated using log-linear multivariable regression. Results: 3134 patients were screened to identify 75 patients who underwent a SLB and had ILD on pathology. Baseline characteristics are summarized in Table 1. The 30-day post-operative mortality rate was 2.7%, with no additional deaths at 60-days. Both patients who died were hospitalized and on supplemental oxygen, with one requiring mechanical ventilation at the time of SLB. Post-operative outcomes are shown in Table 2.  Need for hospitalization and intubation at the time of procedure were significantly associated with longer hospital length of stay p<0.0001 and p=0.006, respectively. Conclusions: SLB was well tolerated in patients who were not critically ill at the time of procedure.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.001
Research integrity0.0000.000
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 head0.012
GPT teacher head0.290
Teacher spread0.277 · 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 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

Citations0
Published2014
Admission routes2
Has abstractyes

Explore more

Same venue18th International Colloquium on Lung and Airway Fibrosis→Same topicInterstitial Lung Diseases and Idiopathic Pulmonary Fibrosis→French-language works237,207→