A randomized double-blind phase III trial comparing vintafolide plus pegylated liposomal doxorubicin (PLD) versus PLD plus placebo in patients with platinum-resistant ovarian cancer (PROCEED).
Bibliographic record
Abstract
TPS5613 Background: Folate receptor (FR) is expressed on the majority of epithelial ovarian cancers and FR expression appears to be a negative prognostic factor in this setting. Vintafolide (EC145) is a folate-conjugate designed to selectively deliver desacetylvinblastine monohydrazide (DAVLBH) to FR-expressing cells. 99mTc-Etarfolatide (EC20) is a technetium-labeled folate that identifies FR-expressing tumors. In a phase 2 study comparing vintafolide + PLD with PLD alone, the combination demonstrated a statistically and clinically significant delay in PFS (5.0 months) compared with PLD alone (2.7 months) in women with platinum-resistant ovarian cancer (Naumann et al, ASCO 2011). Data also indicated that 99mTc-etarfolatide may have utility for selecting patients most likely to benefit from vintafolide therapy. Methods: This is an international, randomized, double-blind, placebo-controlled phase 3 study of PLD ± vintafolide therapy compared in patients with primary or secondary platinum-resistant ovarian cancer (NCT01170650). Key eligibility criteria include: ≥18 years, pathology-confirmed epithelial ovarian, fallopian tube or primary peritoneal carcinoma, prior platinum-based chemotherapy, a RECIST v1.1 measureable lesion, and ECOG performance status 0 or 1. At baseline, patients undergo 99mTc-Etarfolatide imaging to identify FR-positive lesions and are subsequently randomized to the vintafolide ± PLD. PLD (50 mg/m2) adjusted for Ideal Body weight is administered on day 1 of a 4-week cycle and treatment continues until the maximum allowable cumulative dose (550 mg/m2) is reached or until disease progression or intolerable toxicity. Vintafolide (2.5 mg) or placebo is administered on days 1, 3, 5, 15, 17, and 19 of a 4-week cycle and treatment can continue for up to 20 cycles or until unacceptable toxicity or disease progression. The primary objective is to assess PFS based on investigator assessment (RECIST v1.1) in FR positive patients. Secondary objectives include OS, safety/tolerability, overall response rate, and disease control rate. Enrollment to the study is currently ongoing. Clinical trial information: NCT01170650.
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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 | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.002 | 0.003 |
| Insufficient payload (model declined to judge) | 0.012 | 0.002 |
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".