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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Prostate Cancer Diagnosis and Treatment
Retraction
Abstract
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

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The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

4,757 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
4,757 works in the cohort · of 4,299,418page 15 of 96

Labels cover 22 of 4,757 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 4,757 of 4,757 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
SALVAGE RADICAL PROSTATECTOMY
Bijan Shekarriz, Jyoti Upadhyay, J. Edson Pontes
2001· review· en· Urologic Clinics of North America· Medicine
machine prediction:candidate · noneconsensus · none
55
citations
affno abstractunlabeled
Smarter screening for prostate cancer
Guan Hee Tan, Gregory J. Nason, Khaled Ajib, Dixon Woon, Jaime O. Herrera‐Cáceres, Omar Alhunaidi +1 more
2019· review· en· World Journal of Urology· Medicine
machine prediction:candidate · noneconsensus · none
55
citations
afffundno abstractunlabeled
A Systematic Review of Focal Ablative Therapy for Clinically Localised Prostate Cancer in Comparison with Standard Management Options: Limitations of the Available Evidence and Recommendations for Clinical Practice and Further Research
Anthony S. Bates, Jennifer Ayers, Νικόλαος Κωστακόπουλος, Thomas Lumsden, Ivo G. Schoots, Peter-Paul Willemse +27 more
2021· review· en· European Urology Oncology· Medicine
machine prediction:candidate · noneconsensus · none
53
citations
affno abstractunlabeled
HDR Prostate Brachytherapy
Juanita Crook, M. Marban, Deidre Batchelar
2019· review· en· Seminars in Radiation Oncology· Medicine
machine prediction:candidate · noneconsensus · none
53
citations
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How this was built: Screen · Findings · About