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Record W4280500529 · doi:10.1080/24745332.2022.2057882

Costs of oxygen therapy for interstitial lung disease and chronic obstructive pulmonary disease: A retrospective study from a universal healthcare system

2022· article· en· W4280500529 on OpenAlexaffabout
Ferhan Saleem, Sana Vahidy, John A. Fleetham, Loretta Pavan, Claire Normandin, Jordan A. Guenette, Yet H. Khor, Christopher J. Ryerson

Bibliographic record

VenueCanadian Journal of Respiratory Critical Care and Sleep Medicine · 2022
Typearticle
Languageen
FieldMedicine
TopicInterstitial Lung Diseases and Idiopathic Pulmonary Fibrosis
Canadian institutionsVancouver Coastal HealthUniversity of British Columbia
FundersRoyal Australasian College of Physicians
KeywordsMedicineOxygen therapyCOPDAmbulatoryInterstitial lung diseasePhysical therapyInternal medicineIntensive care medicineLung

Abstract

fetched live from OpenAlex

RATIONALE & OBJECTIVES: Oxygen is prescribed for patients with interstitial lung disease (ILD) and chronic obstructive pulmonary disease (COPD). This study compared the per capita financial costs of home oxygen therapy in ILD and COPD.METHODS Adults with either ILD or COPD who initiated home oxygen between 2010-2017 at the Vancouver Coastal Health Home Oxygen Program were analyzed retrospectively using a chart review. The monthly cost of oxygen equipment, home visits by oxygen providers and respiratory therapists, as well as overnight oximetry studies, were collected for each year of oxygen utilization, adjusted to 2018 Canadian Dollars. The Wilcoxon Rank Sum Test was used to compare monthly oxygen costs and flow rates between the two diseases.MEASUREMENTS AND RESULTS: A total of 99 patients with ILD and 1017 with COPD initiated oxygen therapy between 2010-2017. Both cohorts had a higher per capita cost of home oxygen in month 1 compared to months 2-24 (ILD: ($202.57 ± $88.88 versus $142.21 ± $59.01, P < 0.001; COPD: $222.85 ± $102.52 versus $156.65 ± $60.50, P < 0.001). COPD was more costly after the initial month, corresponding to greater frequency of using continuous long-term oxygen compared to oxygen only with ambulation. Patients with ILD had higher mean ambulatory oxygen flow rate for all months (P < 0.001).CONCLUSION Per capita costs of home oxygen therapy were comparable between ILD and COPD, with the main difference in costs related to the use of ambulatory versus continuous long-term oxygen. These findings will aid healthcare budget planning for both ILD and COPD.

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 score0.126
Threshold uncertainty score0.251

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0030.005
Science and technology studies0.0010.001
Scholarly communication0.0010.001
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 head0.015
GPT teacher head0.283
Teacher spread0.268 · 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

Citations2
Published2022
Admission routes2
Has abstractyes

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