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Record W3173244755 · doi:10.1111/ajco.13595

<sup>68</sup>Ga‐prostate‐specific membrane antigen (PSMA) PET/CT as a clinical decision‐making tool in biochemically recurrent prostate cancer

2021· article· en· W3173244755 on OpenAlexaff
Amy Davies, Marcus Foo, Chun Loo Gan, John Kourambas, Nicholas Redgrave, Scott Donnellan, Sree Appu, Scott Williams, A Coleman, Eva Segelov, Jason Bradley, Geoffrey Soo, Shakher Ramdave, Edmond M. Kwan, Arun Azad

Bibliographic record

VenueAsia-Pacific Journal of Clinical Oncology · 2021
Typearticle
Languageen
FieldMedicine
TopicProstate Cancer Treatment and Research
Canadian institutionsUniversity of Calgary
FundersSanofiAstraZenecaPfizerAstellas PharmaBristol-Myers Squibb
KeywordsMedicineWatchful waitingProstate cancerBiochemical recurrenceLogistic regressionRadiation therapyProstateRadiologyNuclear medicineUrologyInternal medicineCancerProstatectomy

Abstract

fetched live from OpenAlex

Abstract Objective PSMA PET/CT has demonstrated superior sensitivity over conventional imaging in the detection of local and distant recurrence in biochemically relapsed (BCR) prostate cancer. We prospectively investigated the management impact of68Ga‐PSMA PET/CT imaging in men with BCR, with the aim of identifying baseline clinicopathological predictors for management change. Patients and methods Men with BCR who met eligibility criteria underwent68Ga‐PSMA‐11 PET/CT at Monash Health (Melbourne, Australia). Intended management plans were prospectively documented before and after68Ga‐PSMA PET/CT imaging. Binary logistic regression analysis was performed to identify potential clinicopathological predictors of management change. Descriptive statistics were used to characterize the nature of these changes. Results Seventy men underwent68Ga‐PSMA‐11 PET/CT imaging. Median age was 67 years (IQR 63–72) and median PSA was 0.48 ng/ml (IQR 0.21–1.9). PSMA‐avid disease was observed in 56% (39/70) of patients. Pre‐scan management plan was altered following scanning in 43% (30/70) of patients. Management changes were significantly more common in patients with higher baseline PSA levels (PSA≥2 ng/ml,p = 0.01). 18/36 (50%) of the patients initially planned for watchful waiting had their management changed, including the use of salvage pelvic radiotherapy (n = 7) and stereotactic ablative body radiotherapy to oligometastatic disease (n = 6). Conclusion Management change after68Ga‐PSMA PET/CT for BCR is common and typically resulted in treatment intensification strategies in those planned for a watchful waiting approach. This study adds to the growing pool of evidence supporting the clinical utility of PSMA PET/CT imaging in the care of patients with BCR after definitive therapy.

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)0.002
metaresearch head score (Gemma)0.003
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 score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.091
GPT teacher head0.485
Teacher spread0.394 · 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".

Quick stats

Citations5
Published2021
Admission routes1
Has abstractyes

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