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Record W4403229351 · doi:10.5489/cuaj.8888

The use of focal therapy for the treatment of prostate cancer in Canada

2024· review· en· W4403229351 on OpenAlexaffvenueabout
Kumar Ravi, Sangeet Ghai, Antonio Finelli, Laurence Klotz, Adam Kinnaird, Miles Mannas, Bimal Bhindi, Rafael Sanchez‐Salas, Maurice Anidjar, Ardalan E. Ahmad, Joseph Chin, Brant A. Inman, Nathan Perlis

Bibliographic record

VenueCanadian Urological Association Journal · 2024
Typereview
Languageen
FieldMedicine
TopicProstate Cancer Diagnosis and Treatment
Canadian institutionsWestern UniversityUniversity of ManitobaUniversity of CalgaryMcGill UniversityUniversity of British ColumbiaUniversity of AlbertaUniversity of Toronto
FundersEMD SeronoAstellas PharmaNational Institutes of HealthPfizerGenentechU.S. Department of Defense
KeywordsProstate cancerMedicineCancer therapyOncologyCancerInternal medicine

Abstract

fetched live from OpenAlex

INTRODUCTION: Focal therapy is an emerging treatment for localized prostate cancer (PCa). The objectives of this review were to: 1) review how focal therapies are regulated and approved; 2) summarize the scope and quality of the literature regarding safety, efficacy, and side-effects; and 3) outline ongoing clinical trials of focal therapy in Canada. METHODS: Using the PRISMA framework for scoping reviews, we searched PubMed, Embase, and Cochrane from 2021-2024, complementing Hopstaken et al's search up to 2020. We focused on studies reporting functional and oncologic outcomes. Additionally, we examined the FDA database for regulatory details and ongoing trials in Canada via ClinicalTrials.gov. RESULTS: FDA approval for prostate tissue ablation was granted to high-intensity focused ultrasound (HIFU) in 2015 via the de novo pathway; other therapies followed the 510(k) route, citing equivalence to predicate devices. Most studies are in early stages, primarily single-arm, prospective cohort designs. Oncologic outcomes like cancer detection and survival rates, alongside functional data, such as adverse events and erectile function, were assessed. Recurrence-free survival at 48 months ranged from 58-92%, pad-free rates were greater than 95%, and rates of new-onset erectile dysfunction were variable, ranging from no change to 50%. Rates of serious adverse events were low, ranging from 0-14%. Three Canadian clinical trials are actively enrolling participants, and five private clinics were found offering private HIFU, irreversible electroporation, or transurethral ultrasound ablation. CONCLUSIONS: Focal therapy technologies have gained regulatory approval for prostate tissue ablation, and aside from provincial support for cryoablation in Alberta, are available to Canadians through private payment or clinical trials. Many studies demonstrate promising cancer control and impressive functional outcomes but are limited by their short followup and lack of comparator group. Clinical trial or registry participation should be prioritized to ensure an evidence-based integration into current prostate cancer treatment approaches.

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)0.008
metaresearch head score (Gemma)0.022
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.110
Threshold uncertainty score0.346

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.022
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0060.012
Science and technology studies0.0020.002
Scholarly communication0.0030.001
Open science0.0020.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0070.000

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 head0.073
GPT teacher head0.323
Teacher spread0.250 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations2
Published2024
Admission routes3
Has abstractyes

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