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Record W4411249025 · doi:10.1080/14796694.2025.2514402

Design and rationale of the phase II PANDORA trial: first line chemo-immunotherapy in advanced Merkel cell carcinoma

2025· article· en· W4411249025 on OpenAlexaff
Simone Oldani, Natalie Prinzi, Federica Morano, Sara Cingarlini, Anna Maria Di Giacomo, Monica Niger, Michele Prisciandaro, Alessandra Raimondi, Giovanni Randon, Chiara Pircher, Michele Borghesani, Monica Valente, Elvira Rostanzo, Massimo Milione, Giovanna Sabella, Tommaso Cascella, Filippo Ghelardi, Carolina Sciortino, Eleonora Gusmaroli, Vincenzo Nasca, Filippo de Braud, Filippo Pietrantonio, Sara Pusceddu

Bibliographic record

VenueFuture Oncology · 2025
Typearticle
Languageen
FieldMedicine
TopicPolyomavirus and related diseases
Canadian institutionsUniversity Hospital Foundation
FundersMSD Italia
KeywordsMerkel cell carcinomaMedicineImmunotherapyOncologyInternal medicineCarcinomaCancer researchCancer

Abstract

fetched live from OpenAlex

Merkel cell carcinoma (MCC) is a rare neuroendocrine tumor of the skin with an aggressive behavior and high propensity for locoregional recurrence and metastasis. The therapeutic options in the metastatic disease are limited and are mainly based on immunotherapy or platinum-based doublets. Importantly, a significant proportion of patients experience resistance to single-agent immunotherapy highlighting the need for more active upfront combinations. The PANDORA trial [NCT 06086288] is an open label, multicenter, phase II trial evaluating the activity and safety of pembrolizumab combined with cisplatin or carboplatin and etoposide as first line treatment in patients with advanced MCC. The primary endpoint is objective response rate (ORR). Secondary objectives include overall survival (OS), progression free survival (PFS) and duration of response (DOR). Exploratory objectives include identification of immune and molecular biomarkers and assessment of Health-Related Quality of Life of pembrolizumab plus cisplatin/carboplatin and etoposide in participants with advanced/metastatic MCC. We planned to enroll 35 patients according to the study design. The combination of immune checkpoint inhibitors and chemotherapy was associated with better outcomes compared to either treatment alone in several cancer thanks to a potential synergy. Moving from a biological and clinical rationale, PANDORA may impact on the therapeutic landscape of MCC.Clinical Trial Registration: NCT06086288 (ClinicalTrials.gov).

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: Randomized trial · Consensus signal: Randomized trial
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.361
Threshold uncertainty score0.255

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 head0.015
GPT teacher head0.310
Teacher spread0.296 · 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 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

Citations3
Published2025
Admission routes1
Has abstractyes

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