Celiac plexus radiosurgery for pain management in advanced cancer patients: An international phase II trial.
Bibliographic record
Abstract
TPS466 Background: Many cancer patients, especially those with pancreatic cancer, suffer from severe back/epigastric pain. Contemporary approaches (opioids, celiac blocks, systemic chemotherapy) are often inadequate. This clinical trial investigates a new approach in which high-dose radiation (radiosurgery) is focused on the retroperitoneal celiac plexus nerve bundle. Preliminary results from a single institution pilot trial NCT02356406 are promising: pain relief is substantial and side effects minimal. The main aim of the trial is to establish safety/efficacy in the setting of an international multicenter study. Exploratory analyses will examine the relationship between pain reduction and subjects’ quality-of-life, functionality, and caregiver burden. Methods: Eligibility criteria include a diagnosis of metastatic/unresectable malignancy, uncontrolled pain defined as ≥ 5 on 11-point BPI-SF scale despite analgesic use, typical retroperitoneal pain syndrome, prognosis > 8 weeks, ECOG 0-2, anatomical involvement of the celiac plexus (e.g. any pancreatic cancer, or any other cancer involving the celiac trunk). Exclusion criteria include previous upper abdo. radiation. The intervention consists of a single 25 Gy radiation fraction delivered to the celiac plexus, using anterolateral aspect of the aorta from the 12th thoracic to 2nd lumbar vertebral body as a surrogate structure. The primary tumour may be irradiated at physicians’ discretion. Dose-painting technique limits dose to organs at risk. Pain intensity will be measured using Brief Pain Inventory Short Form (BPI-SF), and quality of life with FACT-Hep. The primary endpoint is complete or partial pain response, defined as a decrease between the score immediately before treatment and 3 weeks’ post-treatment. A change of two or more on the BPI 11-point pain scale is defined as clinically significant. Secondary endpoints include other BPI pain endpoints, pain at 6 weeks, analgesic use, toxicity (CTCAE v4.03), quality of life and functional measures. Analgesia is not restricted. Expected accrual is 100 subjects over three years. Supported by Gateway for Cancer Research, additional support from Israel Cancer Association. Clinical trial information: NCT03323489.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.002 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.011 | 0.001 |
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".