Ferric derisomaltose and Outcomes in the Recovery of Gynecologic oncology: ERAS (Enhanced Recovery After Surgery) (FORGE) – a protocol for a pilot randomised double-blinded parallel-group placebo-controlled study of the feasibility and efficacy of intravenous ferric derisomaltose to correct preoperative iron-deficiency anaemia in patients undergoing gynaecological oncology surgery
Bibliographic record
Abstract
INTRODUCTION: Iron-deficiency anaemia is common in gynaecological oncology patients. Blood transfusions are immunosuppressive and carry immediate and long-term risks. Oral iron replacement remains the standard of care but requires prolonged treatment courses associated with gastrointestinal side effects, poor compliance and variable absorption in cancer patients. Intravenous iron has been shown to decrease the need for allogeneic blood transfusion in gynaecological oncology patients undergoing chemotherapy, but the efficacy of this treatment in the preoperative period is unknown. The goal of this pilot study is to determine the effect of intravenous ferric derisomaltose on preoperative haemoglobin in patients undergoing surgery for gynaecological malignancy. METHODS AND ANALYSIS: We will conduct a pilot single-centre, parallel-arm randomised controlled trial of intravenous ferric derisomaltose versus placebo among consenting patients with iron-deficiency anaemia having elective major surgery on the gynaecological oncology service. Patients, clinicians and outcome assessors will be blinded. The intervention consists of a single infusion of 500-1000 mg of intravenous ferric derisomaltose administered a minimum of 21 days prior to the planned operation. The primary outcome is mean preoperative haemoglobin concentration measured 0-3 days prior to surgery in patients receiving intravenous ferric derisomaltose compared with those receiving placebo. Secondary outcomes include the following: change in haemoglobin concentration, postoperative haemoglobin concentration, perioperative blood transfusion rates, patient-reported quality of life scores (Quality of Recovery 15, Modified Short Form 36 v1, EuroQol 5-dimension 5-level and Functional Assessment of Cancer Therapy - Anaemia), surgical site infection, complication rates, length of hospital stay and readmission rate. Analyses will follow intention-to-treat principles for all randomised participants. All patients will be followed up to 60 days following surgery. ETHICS AND DISSEMINATION: Ethical approval has been granted by Health Research Ethics Board of Alberta (Project ID: HREBA.CC-22-0187) and Health Canada (HC6-024-c264013). Results will be disseminated through presentation at scientific conferences, peer-reviewed publication and social and traditional media. TRIAL REGISTRATION NUMBER: NCT05407987.
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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 | 0.011 | 0.010 |
| Meta-epidemiology (narrow) | 0.003 | 0.001 |
| Meta-epidemiology (broad) | 0.005 | 0.003 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.002 | 0.003 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.005 | 0.004 |
| Insufficient payload (model declined to judge) | 0.018 | 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".