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Record W2609249995 · doi:10.14740/jocmr2980w

Palliative Thoracic Radiotherapy for Lung Cancer: What Is the Impact of Total Radiation Dose on Survival?

2017· article· en· W2609249995 on OpenAlexvenueno aff
Carsten Nieder, Terje Tollåli, Rosalba Yobuta, Anne Reigstad, Liv Randi Flatøy, Adam Pawinski

Bibliographic record

VenueJournal of Clinical Medicine Research · 2017
Typearticle
Languageen
FieldMedicine
TopicLung Cancer Diagnosis and Treatment
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineLung cancerRadiation therapyPalliative careRadiationOncologyRadiologyNursing

Abstract

fetched live from OpenAlex

BACKGROUND: Effective symptom palliation can be achieved with low-dose palliative thoracic radiotherapy. In several studies, median survival was not improved with higher doses of radiation. More controversy exists regarding the impact of higher doses on 1- and 2-year survival rates. Therefore, a comparison of survival outcomes after radiotherapy with different biologically equivalent doses (equivalent dose in 2-Gy fractions, EQD2) was performed. METHODS: This was a retrospective single-institution study of 232 patients with small or non-small cell lung cancer. Most commonly 2 fractions of 8.5 Gy were prescribed (34%), followed by 10 fractions of 3 Gy or equivalent regimens (30%, EQD2 circa 33 Gy). The highest EQD2 consisted of 45 Gy. Intention-to-treat analyses were performed. RESULTS: Survival was significantly shorter with regimens of intended EQD2 < 33 Gy, e.g., 2 fractions of 8.5 Gy (median 2.5 months compared to 5.0 and 7.5 months with EQD2 of circa 33 and 45 Gy, respectively). The 2-year survival rates were 0%, 7% and 11%, respectively. In 128 prognostically favorable patients, median survival was comparable for the three different dose levels (6 - 8.3 months). The 2-year survival rates were 0%, 10%, and 13%, respectively (not statistically significant). CONCLUSION: Although most of the observed survival differences diminished after exclusion of poor prognosis patients with reduced performance status and/or progressive extrathoracic disease, a slight increase in 2-year survival rates with higher EQD2 cannot be excluded. Because of relatively small improvements, a confirmatory randomized trial in this subgroup would have to include a large number of patients.

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)0.009
metaresearch head score (Gemma)0.004
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.479
Threshold uncertainty score0.525

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0090.004
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.297
GPT teacher head0.661
Teacher spread0.363 · 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 designObservational
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

Citations27
Published2017
Admission routes1
Has abstractyes

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