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Record W4221136736 · doi:10.1002/pro6.1148

The role of stereotactic body radiation therapy in the management of pulmonary metastases: a systematic review

2022· review· en· W4221136736 on OpenAlexaff
Yung Lee, Yasith Samarasinghe, Nadeesha Samarasinghe, Janhavi Patel, Tyler McKechnie, Christian Finley, Waël C. Hanna, Anand Swaminath, John Agzarian

Bibliographic record

VenuePrecision Radiation Oncology · 2022
Typereview
Languageen
FieldPhysics and Astronomy
TopicAdvanced Radiotherapy Techniques
Canadian institutionsWestern UniversityMcMaster UniversityHamilton General Hospital
Fundersnot available
KeywordsMedicineMetastasectomyMeta-analysisRandomized controlled trialAdverse effectInternal medicineOncologyMEDLINERadiosurgeryRadiation therapyRadiologyCancerMetastasis

Abstract

fetched live from OpenAlex

Abstract While pulmonary metastases are often managed through metastasectomies, stereotactic body radiation therapy (SBRT) is a relatively novel treatment that has shown promise for this disease. This review aimed to summarize the current findings of SBRT in the treatment of pulmonary metastases. MEDLINE, EMBASE, and CENTRAL were searched for articles that examined the use of SBRT for patients with pulmonary metastases. Primary outcomes included overall survival, disease‐free survival, and progression‐free survival. Results were pooled where appropriate. Risk of bias was assessed through the Methodological Index for Non‐Randomized Studies tool. After screening, 13 studies with 545 patients conducted between 2006 and 2020 were included in this review. Primary tumor localizations included gastrointestinal, pulmonary, and bone, among others. Pooled overall survival at 1 year was 81%, 41% at 3 years, 34% at 4 years, and 26% at 5 years. Pooled progression‐free survival at 1, 2, and 3 years was 60%, 41%, and 31% respectively. Local control at 1, 2, and 3 years were 90%, 79%, and 77%, respectively. Preliminary evidence regarding SBRT for treatment of pulmonary metastases shows promising benefits for overall survival and local control. Further high‐quality prospective trials are required to investigate the effectiveness and treatment‐related adverse effects of SBRT, and should compare it with metastasectomy.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation 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 score0.972
Threshold uncertainty score0.693

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.024
GPT teacher head0.374
Teacher spread0.350 · 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 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

Citations2
Published2022
Admission routes1
Has abstractyes

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