Indications for Hyperthermic Intraperitoneal Chemotherapy with Cytoreductive Surgery: A Clinical Practice Guideline
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Objective: The purpose of the present review was to provide evidence-based guidance about the provision of cytoreductive surgery (crs) with hyperthermic intraperitoneal chemotherapy (hipec) in the treatment of peritoneal cancers. Methods: The guideline was developed by the Program in Evidence-Based Care together with the Surgical Oncology Program at Ontario Health (Cancer Care Ontario) through a systematic review of relevant literature, patient- and caregiver-specific consultation, and internal and external reviews. Results: Recommendation 1a: For patients with newly diagnosed stage iii primary epithelial ovarian or fallopian tube carcinoma, or primary peritoneal carcinoma, hipec should be considered for those with at least stable disease after neoadjuvant chemotherapy at the time that interval crs (if complete) or optimal cytoreduction is achieved. Recommendation 1b: There is insufficient evidence to recommend the addition of hipec when primary crs is performed for patients with newly diagnosed advanced primary epithelial ovarian or fallopian tube carcinoma, or primary peritoneal carcinoma, outside of a clinical trial. Recommendation 2: There is insufficient evidence to recommend hipec with crs in patients with recurrent ovarian cancer outside the context of a clinical trial. Recommendation 3: There is insufficient evidence to recommend hipec with crs in patients with peritoneal colorectal carcinomatosis outside the context of a clinical trial. Recommendation 4: There is insufficient evidence to recommend hipec with crs for the prevention of peritoneal carcinomatosis in colorectal cancer outside the context of a clinical trial; however, hipec using oxaliplatin is not recommended. Recommendation 5: There is insufficient evidence to recommend hipec with crs for the treatment of gastric peritoneal carcinomatosis outside the context of a clinical trial. Recommendation 6: There is insufficient evidence to recommend hipec with crs for the prevention of gastric peritoneal carcinomatosis outside the context of a clinical trial. Recommendation 7: There is insufficient evidence to recommend hipec with crs as a standard of care in patients with malignant peritoneal mesothelioma; however, patients should be referred to hipec specialty centres for assessment for treatment as part of an ongoing research protocol. Recommendation 8: There is insufficient evidence to recommend hipec with crs as a standard of care in patients with disseminated mucinous neoplasm in the appendix; however, patients should be referred to hipec specialty centres for assessment for treatment as part of an ongoing research protocol.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 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 it