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Record W4387665356 · doi:10.3171/case23341

Intraoperative and postoperative complications for repeat high-grade glioma resections with concurrent chemotherapy: patient series

2023· article· en· W4387665356 on OpenAlexaff
Kenneth Ong, Celine Hounjet, Serge Makarenko

Bibliographic record

VenueJournal of Neurosurgery Case Lessons · 2023
Typearticle
Languageen
FieldMedicine
TopicGlioma Diagnosis and Treatment
Canadian institutionsUniversity of British Columbia
Fundersnot available
KeywordsLomustineMedicineProcarbazineTemozolomideChemotherapyPerioperativeSurgeryGliomaChemotherapy regimenRegimenVincristineDacarbazineComplicationOligodendrogliomaOncologyAstrocytomaCyclophosphamide

Abstract

fetched live from OpenAlex

BACKGROUND: High-grade gliomas are aggressive primary brain tumors, the most common of which is glioblastoma multiforme. Despite advances in treatment, the prognosis for these patients remains poor. The most common chemotherapeutic agents used in the treatment of this pathology include temozolomide (TMZ), procarbazine, lomustine, and vincristine. It is unclear whether chemotherapy should be held during resection for high-grade gliomas, because the perioperative risk profile is not clearly defined. OBSERVATIONS: The authors report a case series of 18 surgeries to investigate the effects of concurrent TMZ and lomustine chemotherapy on surgical complications in patients undergoing repeat resection for recurrent high-grade gliomas. The authors found no postoperative infections, self-limiting postoperative complications, or excessive intraoperative blood loss and found one intraoperative complication. LESSONS: There may not be a need to pause TMZ and lomustine chemotherapy during recurrent resections for high-grade gliomas, and continuing these medications throughout the perioperative period may be appropriate. This case series suggests that patients receiving TMZ and lomustine chemotherapy who need a repeat resection for recurrent high-grade gliomas should consider remaining on their chemotherapy regimen because it has been shown in the literature to improve recurrence-free survival time.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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.

Opus teacher head0.042
GPT teacher head0.318
Teacher spread0.275 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designCase report
Domainnot available
GenreEmpirical

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".

Quick stats

Citations1
Published2023
Admission routes1
Has abstractyes

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