Laparoscopic Cytoreduction After Neoadjuvant Chemotherapy in High-Grade Epithelial Ovarian Cancer
Bibliographic record
Abstract
Importance: Despite the absence of high-quality evidence of its safety and effectiveness, minimally invasive surgery (MIS) is increasingly used to treat advanced epithelial ovarian cancer (EOC). Objective: To assess the feasibility of conducting a full-scale randomized clinical trial (RCT) designed to compare the efficacy of MIS vs laparotomy in patients with advanced-stage EOC and a complete or partial response to neoadjuvant chemotherapy (NACT). Design, Setting, and Participants: This lead-in pilot phase of LANCE (Laparoscopic Cytoreduction After Neoadjuvant Chemotherapy), an international, open-label, noninferiority RCT, opened to enrollment in September 2020 and enrolled the 100th eligible patient in February 2023. It was conducted at 11 academic cancer centers in North America and Europe. Participants were adults with stage IIIC or IV epithelial ovarian, fallopian, or primary peritoneal carcinoma who had normal cancer antigen 125 levels and at least a partial radiologic response after 3 to 4 cycles of NACT. Patients were randomly assigned to receive either interval cytoreductive surgery performed using MIS or laparotomy. Data analysis was based on the evaluable population. Interventions: The MIS arm underwent laparoscopic or robotic surgery, vs laparotomy for the control arm. Resection of all visible tumor was attempted, and conversion from MIS to laparotomy was performed when necessary to attain complete resection. Main Outcomes and Measures: Trial feasibility was defined by 3 primary end points: patient accrual rate of at least 5.6 patients per month by the last month of the lead-in pilot phase, conversion from MIS to laparotomy in less than 25% of patients, and a difference in complete gross resection rates of fewer than 20 percentage points between study arms. Results: One hundred women (median [IQR] age, 63 [39-82] years) were included, of whom 49 were randomly assigned to MIS and 51 to laparotomy; 95 were evaluable for surgical outcomes. Most patients (34 [67%] in the laparotomy arm, and 33 [67%] in the MIS arm) had stage IIIC cancer. The monthly accrual rate reached 5.9 patients per month in the final month of the study. Six of 48 evaluable patients (12.5%; 95% CI, 4.7%-25.2%) assigned to MIS underwent conversion to laparotomy. Surgeons achieved a complete gross resection rate in 42 of 48 evaluable patients (88%) assigned to MIS and in 39 of 47 patients (83%) assigned to laparotomy (difference, 4.5 [95% CI, -9.7 to 18.8] percentage points). Conclusions and Relevance: Results of this lead-in pilot study indicated the feasibility of the LANCE RCT to compare the oncological outcomes of MIS vs laparotomy. Trial Registration: ClinicalTrials.gov Identifier: NCT04575935.
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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) | 0.000 | 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) | 0.002 | 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".