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Record W2946582232 · doi:10.1097/spc.0000000000000433

Cytoreductive nephrectomy in metastatic kidney cancer: what do we do now?

2019· review· en· W2946582232 on OpenAlexaff
Andrea Kokorovic, Ricardo Rendon

Bibliographic record

VenueCurrent Opinion in Supportive and Palliative Care · 2019
Typereview
Languageen
FieldMedicine
TopicRenal cell carcinoma treatment
Canadian institutionsQueen Elizabeth II Health Sciences CentreDalhousie University
Fundersnot available
KeywordsMedicineKidney cancerNephrectomyCancerKidneyInternal medicine

Abstract

fetched live from OpenAlex

PURPOSE OF REVIEW: Metastatic renal cell carcinoma (mRCC) has traditionally been treated with a combination of targeted systemic therapy and cytoreductive nephrectomy. This approach has recently become a topic of debate, because of new randomized data suggesting a lack of survival benefit for cytoreductive nephrectomy. We review the literature relevant to cytoreductive nephrectomy in the modern era of targeted and immune systemic therapy, and discuss the ongoing role of surgery for treatment of patients with mRCC. RECENT FINDINGS: Randomized trials in the cytokine era of systemic therapy for mRCC demonstrated a survival benefit to cytoreductive nephrectomy, which led to its widespread adoption. There is overwhelming support in favor of cytoreductive nephrectomy from large studies using retrospective data in the targeted therapy era. A recent randomized control trial (CARMENA) failed to show superiority of cytoreductive nephrectomy in combination with sunitinib, versus sunitinib alone with respect to overall survival. The trial had major limitations including selection of many poor-risk patients, which we know do not benefit from surgery. The results of CARMENA should lead to the abandonment of cytoreductive nephrectomy in poor-risk and many intermediate-risk patients with mRCC. However, there is a knowledge gap with respect to the role of cytoreductive nephrectomy in patients with good risk disease, and we argue that these patients should be strongly considered for cytoreductive nephrectomy. SUMMARY: Cytoreductive nephrectomy continues to play an important role in the multidisciplinary management of mRCC; however, diligent patient selection is crucial, as only patients with good risk features are likely to derive benefit from surgery.

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)0.002
metaresearch head score (Gemma)0.006
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.004
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0020.002
Science and technology studies0.0000.001
Scholarly communication0.0020.003
Open science0.0020.001
Research integrity0.0020.002
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 head0.192
GPT teacher head0.449
Teacher spread0.257 · 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 designNot applicable
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

Citations7
Published2019
Admission routes1
Has abstractyes

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