Vascular-targeted photodynamic of prostate cancer phase with Tookad for recurrent prostate cancer following radiation therapy: initial clinical studies
Bibliographic record
Abstract
We report on the first clinical application of vascular-targeted photodynamic therapy using a bacteriopheophorbide derivative, Tookad, in patients with localized prostate cancer following external beam radiation therapy. Patients received either escalating intravenous drug doses at a fixed light dose or escalated light doses at the highest photosensitizer dose. Two cylindrically diffusing fibers were placed transperineally in the prostate, along with light monitoring fibers in the prostate, urethra and rectum. Treatment response was assessed with 7-day gadolinium-enhanced T1-weighted MRI and 6-month biopsy. Lesion formation was strongly drug and light dose-dependent, with an apparent threshold response. Early biochemical and MRI responses support the clinical potential of TOOKAD-PDT to treat locally-recurrent prostate cancer.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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".