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Record W2944925015 · doi:10.1016/s0167-8140(19)31261-7

PO-0841 Salvage SBRT for local prostate cancer recurrence after radiotherapy: a GETUG retrospective study

2019· article· en· W2944925015 on OpenAlexaff
Geoffrey Martinage, G. Janoray, D.P. Rojas, Dario Zerini, F. Goupy, R. de Crevoisier, E. Bogart, G. Calais, A. Tolédano, L. Chauveinc, Nathaniel Scher, PY Bondiau, J.-M. Hannoun-Lévi, M. Silva, E. Meyer, P. Nickers, T. Lacornerie, É. Lartigau, B.A. Jereczek-Fossa, Dominique Pasquier

Bibliographic record

VenueRadiotherapy and Oncology · 2019
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Treatment and Research
Canadian institutionsPrincess Margaret Cancer CentreUniversity of TorontoHealth Sciences CentreSunnybrook Health Science Centre
Fundersnot available
KeywordsMedicineProstate cancerRadiation therapyProstateRetrospective cohort studyRadiologyOncologyCancerInternal medicine

Abstract

fetched live from OpenAlex

S441 ESTRO 38representative until next CBCT available fraction (as the figure shown).Recalculated dose was deformed into planning CT image by using deformable image registration from Velocity AI software version 3.2 to accumulate estimated actual dose in the treatment course.Dosimetric parameters were then studied, including V50, V60, V65, V70 and V75 for rectum and V65, V70, V75 and V80 for bladder based on QUANTEC study.Clinical toxicities of each case were reviewed from the patient records according to CTCAE version 5.0.Differences of mean volume between patients with grade 0-1 and grade 2-5 toxicities were compared using student T-test.Relationships between toxicities and volumes receiving doses were analyzed using logit analysis. ResultsAll patients with acute rectal toxicity grade 2 or more showed significant increase in volume receiving 50, 60, 65, 70, and 75 Gy radiation compared to those with acute rectal toxicity grade 0 and 1 (p=0.002,0.007, 0.008, 0.021, and 0.018 respectively), while in late rectal toxicity grade 2 or more showed significant increase in volume receiving 50, 60, 70 and 75Gy radiation compared to group with late rectal toxicity grade 0 and 1 (p=0.011,0.011, 0.011, 0.003 respectively).For the correlation between rectal volume receiving 75 Gy and acute and late toxicities, the significant dose-response relationships were exhibited (p<0.001).The probability for developing toxicities of 10%, 15% and 20% were related with volume receiving 75 Gy dose of 10.9, 15.7 and 19.3 cc in acute rectal toxicity and 10.9, 14.7 and 17.5 cc in late rectal toxicity.Acute and late bladder toxicity revealed no significant relationship with volume receiving radiation in all doses (65, 70, 75 and 80 Gy). ConclusionEstimated actual volume of rectum receiving high dose (V75) from CBCT-based recalculation was significantly related with grade 2-5 acute and late rectal toxicities in dose-response relationship.Adaptive planning should be considered for a novel approach in order to reduce toxicity.

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)0.001
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.001
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0000.001
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.001

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 head0.017
GPT teacher head0.361
Teacher spread0.344 · 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 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".

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Citations0
Published2019
Admission routes1
Has abstractno

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