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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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Brain Metastases and Treatment
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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.

1,197 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.
1,197 works in the cohort · of 4,299,418page 1 of 24

Labels cover 5 of 1,197 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 1,197 of 1,197 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Radiation Dose–Volume Effects in the Heart
Giovanna Gagliardi, Louis S. Constine, Vitali Moiseenko, Candace R. Correa, Lori J. Pierce, Aaron M. Allen
2010· review· en· International Journal of Radiation Oncology*Biology*Physics· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
1,225
citations
affunlabeled
Treatment for Brain Metastases: ASCO-SNO-ASTRO Guideline
Michael A. Vogelbaum, Paul D. Brown, Hans Messersmith, Priscilla K. Brastianos, Stuart H. Burri, Daniel P. Cahill +16 more
2021· review· en· Journal of Clinical Oncology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrowconsensus · none
798
citations
affno abstractunlabeled
Current approaches to the management of brain metastases
John H. Suh, Rupesh Kotecha, Samuel T. Chao, Manmeet S. Ahluwalia, Arjun Sahgal, Eric L. Chang
2020· review· en· Nature Reviews Clinical Oncology· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
551
citations
afffundno abstractunlabeled
Brain metastasis
Adrienne Boire, Priscilla K. Brastianos, Livia Garzia, Manuel Valiente
2019· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
458
citations
fundno affno abstractunlabeled
Brain metastases as preventive and therapeutic targets
Patricia S. Steeg, Kevin Camphausen, Quentin R. Smith
2011· review· en· Nature reviews. Cancer· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
371
citations
affno abstractunlabeled
A Phase 3 Trial of Whole Brain Radiation Therapy and Stereotactic Radiosurgery Alone Versus WBRT and SRS With Temozolomide or Erlotinib for Non-Small Cell Lung Cancer and 1 to 3 Brain Metastases: Radiation Therapy Oncology Group 0320
Paul W. Sperduto, Meihua Wang, H. Ian Robins, Michael C. Schell, Maria Werner‐Wasik, Ritsuko Komaki +9 more
2013· article· en· International Journal of Radiation Oncology*Biology*Physics· Medicine
distilled prediction:candidate · noneconsensus · none
269
citations
affno abstractgemma · no categorygpt · no categorymodels split
Secondary Analysis of RTOG 9508, a Phase 3 Randomized Trial of Whole-Brain Radiation Therapy Versus WBRT Plus Stereotactic Radiosurgery in Patients With 1-3 Brain Metastases; Poststratified by the Graded Prognostic Assessment (GPA)
Paul W. Sperduto, Ryan Shanley, Xianghua Luo, David W. Andrews, Maria Werner‐Wasik, Richard K. Valicenti +4 more
2014· article· en· International Journal of Radiation Oncology*Biology*Physics· Medicine
distilled prediction:candidate · noneconsensus · none
173
citations

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