MétaCan
Menu
Back to cohort
Record W4376141257 · doi:10.1093/bjs/znad101.130

O130 Transarterial chemoembolization in rectal cancer: a systematic review

2023· review· en· W4376141257 on OpenAlexaboutno aff
A Kler, A Najran, M S Choan, Matthew Fok, Dale Vimalachandran

Bibliographic record

VenueBritish journal of surgery · 2023
Typereview
Languageen
FieldMedicine
TopicColorectal Cancer Treatments and Studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineMeta-analysisPathologicalColorectal cancerAdverse effectComplete responseOncologyNeoadjuvant therapySystematic reviewInternal medicineMEDLINEChemoradiotherapyRandomized controlled trialSurgeryChemotherapyCancer

Abstract

fetched live from OpenAlex

Abstract Background Locally advanced rectal cancer (LARC) is typically treated with neoadjuvant chemoradiotherapy. Response can be unpredictable, with 8-20% of patients achieving complete pathological response, whilst 20-30% have no response or progression. Transarterial chemoembolisation (TACE) is established as a non-surgical option to treat colorectal liver metastases by delivering chemotherapy and an embolic agent via its primary arterial supply. This allows for reduction in systemic toxicity whilst delivering higher doses to tumours. There have been trials of TACE in LARC, but its role as a therapeutic modality is still unknown. Therefore, this review aims to assess existing evidence of TACE in LARC and whether it warrants further investigation as a treatment. Methods A systematic literature search was performed according to Preferred Reporting Items for Systematic Reviews and Meta-Analyses. Databases searched included PubMed, Scopus and Web of Science. Risk of bias was assessed using the Newcastle-Ottawa scale. The assessed outcomes included complete pathological response, objective response rate, complications, recurrence, disease-free and overall survival. Results Five reports were considered for inclusion. Minimal complications and adverse events were noted. Improved pathological complete response or objective response rates were noted in four out of five studies when compared to systemic neoadjuvant regimes. One study showed TACE reduced the risk of distant recurrence. Significant heterogeneity and bias were noted in all studies. Conclusion TACE is a safe modality, but its superiority over conventional treatment has yet to be demonstrated. Current literature is of inadequate quality but warrants further investigation in preclinical and clinical settings.

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 distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: Systematic review
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.296
Threshold uncertainty score0.942

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0070.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.104
GPT teacher head0.371
Teacher spread0.267 · 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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSystematic review
Domainnot available
GenreReview

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

Citations0
Published2023
Admission routes1
Has abstractyes

Explore more

Same venueBritish journal of surgerySame topicColorectal Cancer Treatments and StudiesFrench-language works237,207