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Record W4293109639 · doi:10.1038/s41467-022-32591-8

The CCTG PA.7 phase II trial of gemcitabine and nab-paclitaxel with or without durvalumab and tremelimumab as initial therapy in metastatic pancreatic ductal adenocarcinoma

2022· article· en· W4293109639 on OpenAlexafffund
Daniel J. Renouf, Jonathan M. Loree, Jennifer J. Knox, James T. Topham, Petr Kavan, Derek J. Jonker, Stephen Welch, Félix Couture, Frédéric Lemay, Mustapha Tehfé, Mohammed Harb, Nathalie Aucoin, Yoo‐Joung Ko, Patricia A. Tang, Ravi Ramjeesingh, Brandon M. Meyers, Christina Kim, Pan Du, Shidong Jia, David F. Schaeffer, Sharlene Gill, Dongsheng Tu, Chris J. O’Callaghan

Bibliographic record

VenueNature Communications · 2022
Typearticle
Languageen
FieldMedicine
TopicPancreatic and Hepatic Oncology Research
Canadian institutionsQueen's UniversityUniversité LavalJuravinski Cancer CentreUniversity of British ColumbiaCancerCare ManitobaNova Scotia Cancer CentreUniversity of OttawaDalhousie UniversityBausch Health (Canada)Ottawa HospitalMoncton HospitalCentre Hospitalier de l’Université de MontréalUniversity of TorontoUniversité de SherbrookeUniversité de MontréalCancer Care OntarioPancreas Centre (Canada)McGill UniversityBC Cancer AgencyVancouver General HospitalUniversity of CalgaryPrincess Margaret Cancer CentreSunnybrook Health Science CentreJewish General Hospital
FundersTerry Fox Research Institute
KeywordsGemcitabineDurvalumabNab-paclitaxelTremelimumabMedicinePancreatic ductal adenocarcinomaOncologyPaclitaxelInternal medicineAdenocarcinomaCancer researchPancreatic cancerCancerImmunotherapyNivolumab

Abstract

fetched live from OpenAlex

Immunotherapy-based monotherapy treatment in metastatic pancreatic ductal adenocarcinoma (mPDAC) has shown limited benefit outside of the mismatch repair deficiency setting, while safety and efficacy of combining dual-checkpoint inhibitor immunotherapy with chemotherapy remains uncertain. Here, we present results from the CCTG PA.7 study (NCT02879318), a randomized phase II trial comparing gemcitabine and nab-paclitaxel with and without immune checkpoint inhibitors durvalumab and tremelimumab in 180 patients with mPDAC. The primary endpoint was overall survival. Secondary endpoints included progression-free survival and objective response rate. Results of the trial were negative as combination immunotherapy did not improve survival among the unselected patient population (p = 0.72) and toxicity was limited to elevation of lymphocytes in the combination immunotherapy group (p = 0.02). Exploratory baseline circulating tumor DNA (ctDNA) sequencing revealed increased survival for patients with KRAS wildtype tumors in both the combination immunotherapy (p = 0.001) and chemotherapy (p = 0.004) groups. These data support the utility of ctDNA analysis in PDAC and the prognostic value of ctDNA-based KRAS mutation status.

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: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.009

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0010.000
Research integrity0.0010.003
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 head0.069
GPT teacher head0.422
Teacher spread0.354 · 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

Citations139
Published2022
Admission routes2
Has abstractyes

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