Patients with Cancer Who Develop a First Venous Thromboembolic Event After Surgery Are at High Risk of Venous Thromboembolism Recurrence During the Anticoagulation Period
Bibliographic record
Abstract
Abstract Abstract 4202 Background: It is unknown whether patients with cancer who develop VTE after a surgical procedure have the same risk of recurrent VTE as clinical patients cancer-associated thrombosis. VTE recurrence risk in non-cancer patients with VTE after surgery is approximately 1% in the 3 months following completion of anticoagulation. It is unknown whether surgical patients with cancer follow the low risk of recurrence as other provoked VTEs or whether they have the high recurrence risk typical of cancer patients. Methods: We performed a post-hoc analysis of a single centre retrospective cohort study conducted at the Thrombosis Unit of the Ottawa Hospital. The charts of patients with cancer and VTE followed from 2002 to 2004 and from 2007 to 2008 were reviewed. We sought to compare the risk of recurrent VTE between patients with cancer who developed a first VTE after major surgery with all other patients with cancer-associated thrombosis. We included patients > or = 18 years of age with active malignancy and objectively diagnosed index VTE [pulmonary embolism (PE), proximal deep venous thrombosis (DVT) of the legs or arms, PE + DVT; unusual site thrombosis]. After the first VTE, all patients received a minimum of 6 months of anticoagulation. In the surgery group, index VTE was considered associated with the intervention if it occurred within the first 3 months after the procedure. Results: 543 patients were included. 121 patients had VTE after surgery and 17 (13.1%) developed a recurrence during therapeutic anticoagulation. Of 422 clinical patients, 61 (14.7%) had a recurrent VTE (Table). The relative risk of recurrent VTE comparing patients who had and who did not have surgery was non-significant (RR= 0.97 (95%CI: 0.587 – 1.574; p= 1.000) suggesting that patients with cancer who undergo surgery have similar risk of developing a recurrent VTE during anticoagulation as patients with cancer-associated VTE who do not undergo surgery. VTE recurrence occurred predominantly within the first 6 months of anticoagulation [Surgery: 9 of 17 patients (52.9 %); no surgery: 45 of 61 (73.7%) patients (p=0.1377)] (Figure). There was no significant difference in VTE recurrence risk according to anticoagulant strategy, tumor site, histology, TNM stage, age or gender between surgery and no surgery groups. Conclusion: Patients with cancer who develop VTE after surgery have similar risk of developing a recurrent VTE during the anticoagulation period as clinical patients with cancer-associated VTE. 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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".