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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.

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
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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 6 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
The Key Combined Value of Multiparametric Magnetic Resonance Imaging, and Magnetic Resonance Imaging–targeted and Concomitant Systematic Biopsies for the Prediction of Adverse Pathological Features in Prostate Cancer Patients Undergoing Radical Prostatectomy
Giorgio Gandaglia, Guillaume Ploussard, Massimo Valério, Agostino Mattei, Cristian Fiori, M. Roumiguié +15 more
2019· article· en· European Urology· Medicine
distilled prediction:candidate · noneconsensus · none
129
citations
affunlabeled
Prostate cancer radiomics and the promise of radiogenomics
Radka Stoyanova, Mandeep Takhar, Yohann Tschudi, John C. Ford, G.A. Altamirano Solórzano, Nicholas Erho +5 more
2016· article· en· Translational Cancer Research· Medicine
distilled prediction:candidate · noneconsensus · none
129
citations
affunlabeled
Prostate cancer overdiagnosis and overtreatment
Laurence Klotz
2013· review· en· Current Opinion in Endocrinology Diabetes and Obesity· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
126
citations
affno abstractunlabeled
Can Negative Prostate-specific Membrane Antigen Positron Emission Tomography/Computed Tomography Avoid the Need for Pelvic Lymph Node Dissection in Newly Diagnosed Prostate Cancer Patients? A Systematic Review and Meta-analysis with Backup Histology as Reference Standard
Armando Stabile, Antony Pellegrino, Elio Mazzone, Donato Cannoletta, Mario de Angelis, Francesco Barletta +8 more
2021· review· en· European Urology Oncology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
119
citations
affunlabeled
Gleason grading: past, present and future
Brett Delahunt, Rose Miller, John R. Srigley, Andrew Evans, Hemamali Samaratunga
2011· article· en· Histopathology· Medicine
distilled prediction:candidate · noneconsensus · none
116
citations

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