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Record W4295836994 · doi:10.1056/evidoa2200214

Five-Year Analysis of Adjuvant Pembrolizumab or Placebo in Stage III Melanoma

2022· article· en· W4295836994 on OpenAlexaff
Alexander M.M. Eggermont, Michal Kiciński, Christian U. Blank, Mario Mandalà, Georgina V. Long, Victoria Atkinson, Stéphane Dalle, Andrew Haydon, Andrey Meshcheryakov, Adnan Khattak, Matteo S. Carlino, Shahneen Sandhu, James Larkin, Susana Puig, Paolo A. Ascierto, Piotr Rutkowski, Dirk Schadendorf, Marye J. Boers‐Sonderen, Anna Maria Di Giacomo, Alfonsus Johannes Maria van den Eertwegh, Jean‐Jacques Grob, Ralf Gutzmer, Rahima Jamal, Alexander C. J. van Akkooi, Paul Lorigan, Dmitri Grebennik, Clemens Krepler, Sandrine Marréaud, Stefan Suciu, Caroline Robert

Bibliographic record

VenueNEJM Evidence · 2022
Typearticle
Languageen
FieldMedicine
TopicCutaneous Melanoma Detection and Management
Canadian institutionsCentre Hospitalier de l’Université de Montréal
Fundersnot available
KeywordsMedicinePembrolizumabHazard ratioInternal medicinePlaceboPopulationConfidence intervalOncologyMetastasisSurgeryGastroenterologyCancerPathologyImmunotherapy

Abstract

fetched live from OpenAlex

BACKGROUND: In the previously reported primary analyses of this phase 3 trial, 12 months of adjuvant pembrolizumab resulted in significantly longer recurrence- and distant metastasis-free survival than placebo in patients with resected high-risk stage III melanoma. To confirm the stability of these benefits, longer-term data were needed. METHODS: We randomly assigned 1019 patients to receive 200 mg of pembrolizumab or placebo intravenously every 3 weeks for a total of 18 doses (approximately 1 year) and had previously reported data with a 15-, 36-, and 42-month median follow-up. We now report data at a median follow-up of 4.9 years. We report a number of outcomes, including recurrence-free survival in the overall population and in the subgroup of patients with cancer who were positive for the programmed death-ligand 1 (PD-L1). Distant metastasis-free survival was a secondary end point. RESULTS: In the overall intention-to-treat population, pembrolizumab was still associated with longer recurrence-free survival than placebo (5-year rate of recurrence-free survival, 55.4% [95% confidence interval (CI), 50.8 to 59.8] vs. 38.3% [95% CI, 33.9 to 42.7]; hazard ratio for recurrence or death, 0.61 [95% CI, 0.51 to 0.72]) and a longer distant metastasis-free survival (5-year rate of distant metastasis-free survival, 60.6% [95% CI, 56.0 to 64.9] vs. 44.5% [95% CI, 39.9 to 48.9]; hazard ratio for distant metastasis or death, 0.62 [95% CI, 0.52 to 0.75]). Similar findings were obtained in the subgroup of 853 patients with PD-L1–positive tumors. CONCLUSIONS: The 5-year analysis of adjuvant therapy with pembrolizumab resulted in a sustained improvement in the long-term recurrence- and distant metastasis-free survival compared with placebo in patients with resected stage III melanoma. (Funded by Merck & Co., Inc.; ClinicalTrials.gov number, NCT02362594, and EudraCT number, 2014-004944-37.)

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)0.005
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.004
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

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 head0.032
GPT teacher head0.303
Teacher spread0.271 · 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 designRandomized trial
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

Citations150
Published2022
Admission routes1
Has abstractyes

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