A prospective cohort study of catheter-related thrombosis in cancer patients treated with 1 month of anticoagulation after catheter removal
Bibliographic record
Abstract
The duration of anticoagulation in patients with catheter- related thrombosis (CRT) is not standardized. This is a multiinstitutional prospective pilot study in patients with cancer and upper extremity CRT. Patients received therapeutic enoxaparin for 1 month after catheter removal. Incidence of recurrent thrombosis, hemorrhage, and postthrombotic syndrome (PTS) using the modified Villalta scale, and functional limitation using the Disabilities of the Arm, Shoulder and Hand (DASH) questionnaire were assessed at months 1, 3, and 6 after catheter removal. Clopper-Pearson exact 95% confidence intervals (CI), Pearson correlations, and Skillings-Mack, and Wilcoxon signed ranks tests were done. Twenty-seven patients from three institutions were enrolled. Feasibility outcomes were not met. Seventy percent (n = 19) of the cohort had hematologic malignancies. Excluding two patients who were still on enoxaparin at study withdrawal, the median total duration of therapeutic enoxaparin was 32 [interquartile range (IQR) 30-52] days in the remaining 25 patients. During the 6 months after catheter removal, the incidence of recurrent thrombosis was 0% (n = 0/20, 95% CI 0-17%) and major hemorrhage was 5% (n = 1/20, 95% CI 0.13-25%). One patient (5%, 95% CI 0.13-25%) had PTS in the affected arm at any visit, and none had severe PTS. Higher PTS scores were associated with higher DASH scores. DASH scores at month 6 were significantly lower compared with month 1 (P = 0.0066). No deaths occurred. A multicenter pilot study of treatment with anticoagulation for 1 month after catheter removal did not meet feasibility outcomes but we found no recurrent thrombosis and a low incidence of PTS.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 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) | 0.000 | 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 teacher head, 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".