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Record W1600734675 · doi:10.1002/cncr.26687

Limited‐stage diffuse large B‐cell lymphoma treated with abbreviated systemic therapy and consolidation radiotherapy

2012· article· en· W1600734675 on OpenAlexaff
Belinda A. Campbell, Joseph M. Connors, Randy D. Gascoyne, William Morris, Tom Pickles, Laurie H. Sehn

Bibliographic record

VenueCancer · 2012
Typearticle
Languageen
FieldMedicine
TopicLymphoma Diagnosis and Treatment
Canadian institutionsUniversity of British ColumbiaBC Cancer Agency
Fundersnot available
KeywordsMedicineRadiation therapyDiffuse large B-cell lymphomaInternal medicineStage (stratigraphy)OncologyRituximabChemotherapyLymphomaB symptomsSurgery

Abstract

fetched live from OpenAlex

BACKGROUND: For limited-stage diffuse large B-cell lymphoma (DLBCL), treatment decisions are often influenced by toxicity profiles. One strategy that minimizes chemotherapy-induced toxicities is abbreviated chemotherapy plus consolidation involved-field radiotherapy (IFRT). Involved-node radiotherapy (INRT) is a new concept to DLBCL, aimed to reduce radiotherapy-induced toxicities. We retrospectively review the long-term outcomes of limited-stage DLBCL treated with abbreviated systemic therapy and radiotherapy focusing on field size: IFRT versus INRT. METHODS: The British Columbia Cancer Agency Lymphoid Cancer Database was used to identify patients diagnosed with limited-stage DLBCL (stage I/II, without B-symptoms; bulk < 10 cm) from 1981 to 2007. Patients were prescribed 3 cycles of chemotherapy plus IFRT (1981-1996) or INRT≤5 cm (1996-2007), defined as INRT to the prechemotherapy involved nodes with margins ≤ 5 cm. RESULTS: A total of 288 patients were identified: 56% were aged >60 years, 34% had stage II disease, 55% had extranodal disease, 19% had elevated lactate dehydrogenase levels, and 15% received rituximab. The two radiotherapy groups were IFRT (138 patients; 48%) and INRT≤5cm (150 patients; 52%); median follow-up was 117 and 89 months, respectively. Distant relapse was the most common site of failure in both groups. After INRT≤5 cm, marginal recurrence was infrequent (2%). Time to progression (P = .823), progression-free survival (P = .575), and overall survival (P = .417) were not significantly different between the radiotherapy cohorts. Radiotherapy field size was not a significant prognostic factor on multivariate analyses. CONCLUSIONS: This research is the first known body of work to apply the concept of INRT to limited-stage DLBCL. Reducing the field size from IFRT to INRT≤5 cm maintains a low marginal recurrence risk with no impact on overall outcome.

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)0.000
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.152
Threshold uncertainty score0.545

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
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 head0.022
GPT teacher head0.271
Teacher spread0.249 · 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

Citations49
Published2012
Admission routes1
Has abstractyes

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