Safety of Outpatient Treatment In Acute Pulmonary Embolism.
Bibliographic record
Abstract
Abstract Abstract 3796 Introduction: Systematic reviews have shown that subcutaneous low molecular weight heparins (LMWH) are at least as safe and effective in the treatment of venous thromboembolism (VTE) as intravenous unfractionated heparin (UFH). LMWH allows patients with VTE to be treated as outpatients. However, patients with pulmonary embolism (PE) are still systematically admitted to the hospital for a few days to avoid potential complications. Physicians are reluctant to discharge patients due to insufficient data supporting the safety of outpatient management of PE. This study evaluates the safety of outpatient treatment of acute PE at the Ottawa Hospital. Methods: This is a retrospective cohort study of consecutive patients presenting at the Ottawa Hospital with acute PE diagnosed between January 1, 2007 and December 31, 2008. PE was defined as an arterial filling defect on CTPA or a high probability V/Q scan. Patients diagnosed with PE during hospitalization, patients with chronic PE and patients in whom anticoagulation treatment was not initiated (e.g. palliative care patients, small clinical non-significant PE) were excluded from the analyses. Patients were managed as outpatients if they were hemodynamically stable, did not require supplemental oxygenation and did not have contraindications to low molecular weight heparin therapy. Results: In this cohort of 473 patients with acute PE, 260 (55.0%) were treated as outpatients and 213 (45.0%) were admitted to the hospital. The majority of the patients were admitted because of severe comorbidities (45.5%) or hypoxia (22.1%).No outpatient died of fatal PE during the 3 month follow-up period. At the end of follow-up, the overall mortality was 5.0% (95% CI: 2.7 to 8.4%). The rates of recurrent venous thromboembolism (VTE) in the outpatient group were 0.4% (95% CI: 0.0 to 2.1%) and 3.8% (95% CI: 1.9 to 7.0%) within 14 days and 3 months, respectively. The rates of major bleeding episodes were 0% (95% CI: 0 to 1.4%) and 1.5% (95% CI: 0.4 to 3.9%) within 14 days and 3 months, respectively. Four (1.5%) outpatients were admitted to hospital within the first 14 days because of progressive shortness of breath and pain, a pre-syncopal episode or heparin induced thrombocytopenia. Conclusion: A majority of patients with acute PE can be managed as outpatients with a low risk of mortality, recurrent VTE and major bleeding episodes. Outpatient treatment in PE is feasible and safe in uncomplicated patients. Disclosures: Rodger: Pfizer: Research Funding; Leo Pharma: Research Funding; Sanofi Aventis: Membership on an entity's Board of Directors or advisory committees, Research Funding; Canadian Institutes of Health Research: Research Funding; Heart and Stroke Foundation: Research Funding.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.003 | 0.034 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".