Cardiac migration of an implanted hepatic fiducial marker used for stereotactic body radiation therapy - A case report
Bibliographic record
Abstract
ABSTRACT: Stereotactic body radiation therapy (SBRT) has been increasingly used to treat liver malignancies because large doses of radiation can be delivered precisely to the target with a rapid dose falloff. Real-time tracking of implanted fiducial markers (FMs), combined with respiratory gating, further improves the accuracy of treatment delivery and reduces the dose to critical structures. There have been reports of migration of the FMs after implantation for SBRT. Calypso beacons, which use the electromagnetic wave reflections for the image guidance, have recently been used for image-guided liver SBRT. In the literature, there are no reports on the migration of Calypso beacons to the heart after implantation in the liver. In this report, we detail the first case of such migration. Respiratory-gated SBRT guided by the Calypso system was planned for our patient, who developed liver metastases in segments 6 and 5/4B shortly after the completion of radical chemoradiotherapy for anal squamous cell carcinoma. One of the three Calypso beacons inserted in the liver under computed tomography (CT) guidance was found to have migrated to the right ventricle, as seen in CT simulation images. SBRT was delivered with respiratory gating using the remaining two beacons. A fluoroscopic imaging performed during treatment confirmed the migrated marker to the right ventricle. Patient denied any cardiac symptoms and SBRT were delivered uneventfully. Ten months later, the patient died of disease progression.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| 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".