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Predictors of Quality of Life, Dyspnea, and Walking Distance during 1 Year Follow-up after a First Episode of Pulmonary Embolism: Extended Results of the E.L.O.P.E. Study

2016· article· en· W2613272044 on OpenAlexaffabout
Susan R. Kahn, Arash Akaberi, Andrew M. Hirsch, John Granton

Bibliographic record

VenueBlood · 2016
Typearticle
Languageen
FieldMedicine
TopicVenous Thromboembolism Diagnosis and Management
Canadian institutionsUniversity of TorontoJewish General HospitalMcGill University
Fundersnot available
KeywordsMedicineContraindicationQuality of life (healthcare)Pulmonary embolismPhysical therapyObservational studyCohortProspective cohort studyComorbidityCohort studyPediatricsInternal medicine

Abstract

fetched live from OpenAlex

Abstract Background: Most research on prognosis after PE has focused on outcomes such as mortality and PE recurrence, while patient-centered outcomes such as quality of life (QOL), dyspnea and walking capacity have been largely unstudied. To address this knowledge gap, we performed the ELOPE (Evaluation of Longterm Outcomes after PE) study, a prospective, observational, multicenter cohort study of long-term outcomes after acute PE (www.clinicaltrials.gov NCT01174628). Objectives: In this extended analysis of ELOPE data, we assessed clinically meaningful improvement and predictors of change in QOL, dyspnea and walking capacity during the year following PE diagnosis. Methods: Patients aged 18 years or older with a 1st episode of acute PE diagnosed within the previous 10 days screened at 5 Canadian recruiting centers were potentially eligible to participate. Exclusion criteria were subsegmental-only PE, preexisting severe cardiopulmonary comorbidity, previous proximal DVT, contraindication to CT pulmonary angiography, life expectancy <1 year, unable to read questionnaire in English and French or to attend follow-up visits, and unable or unwilling to consent. At baseline, 1, 3, 6 and 12 months after PE, we measured generic QOL (SF-36 PCS and MCS), PE-specific QOL (PEmbQoL), dyspnea (UCSD Shortness of Breath Questionnaire [SOBQ]), and walking capacity (6-minute walk distance (6MWD); not measured at baseline). The proportion of patients who exhibited at least 1 unit of clinically meaningful improvement (CMI) in a given measure from the first assessment to the 1 year assessment was calculated (based on the available literature, at least a 4 point change in PCS and MCS scores, a 5 point change in SOBQ score, and a 30 meter increase in 6MWD represented one unit of CMI). Predictors of change in generic QOL, PE-specific QOL, dyspnea, and 6MWD during follow-up were analyzed by repeated-measures mixed effects models. Results: 984 patients were screened for participation; of these, 150 were eligible and 100 (67%) consented to participate. Mean (SD) age was 50 (15) years, 57% were male, 80% were outpatients and 33% had concomitant DVT. PE was provoked in 21% and unprovoked in 79%; none were cancer-related. Figure shows percent of patients with clinically meaningful improvement during follow-up, compared to the first assessment. Statistically significant independent predictors of worse evolution over time included female sex and percent-predicted VO2 peak <80% on 1 month cardiopulmonary exercise test for all outcomes, prior lung disease and higher pulmonary artery systolic pressure on 10-day echocardiogram for SF-36 PCS and dyspnea outcomes, and higher main pulmonary diameter on baseline CTPA for PEmb-QoL outcome. Modeling results after multiple imputation were similar to those using available data. Conclusions: Most patients showed clinically meaningful improvement in QOL, dyspnea and walking distance during 1 year follow-up. However, a number of clinical and physiological predictors of worse outcome over time were identified. These results provide new information on prognosis after PE. Funding: Canadian Institutes of Health Research (MOP-93627) SF-36 PCS, SF-36 MCS, SOBQ, and 6MWD were measured at Baseline (except 6MWD), 1, 3, 6, and 12 months after acute PE. Figure Clinically meaningful improvement in QOL, dyspnea scores and walking distance during follow-up, compared to the first assessment. Figure. Clinically meaningful improvement in QOL, dyspnea scores and walking distance during follow-up, compared to the first assessment. Disclosures No relevant conflicts of interest to declare.

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)0.004
metaresearch head score (Gemma)0.006
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 score0.043
Threshold uncertainty score0.086

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.002
Research integrity0.0010.001
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 head0.244
Teacher spread0.232 · 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".

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Citations2
Published2016
Admission routes2
Has abstractyes

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