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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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Circulation Heart Failure
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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.

affaffiliation
fundfunder
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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.

247 results · 1 filter active ·
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20082025
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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.
247 works in the cohort · of 4,299,418page 1 of 5

Labels cover 1 of 247 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 247 of 247 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
Predictors of New-Onset Heart Failure
Jennifer E. Ho, Asya Lyass, Douglas S. Lee, Ramachandran S. Vasan, William B. Kannel, Martin G. Larson +1 more
2012· article· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
378
citations
affunlabeled
Incident Heart Failure Prediction in the Elderly
Javed Butler, Andreas P. Kalogeropoulos, Vasiliki V. Georgiopoulou, Rhonda BeLue, Nicolas Rodondi, Melissa García +8 more
2008· article· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
256
citations
affunlabeled
Health-Related Quality of Life Outcomes in PARADIGM-HF
Eldrin F. Lewis, Brian Claggett, John J.V. McMurray, Milton Packer, Martin Lefkowitz, Jean L. Rouleau +6 more
2017· article· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
219
citations
afffundunlabeled
Testosterone Supplementation in Heart Failure
Mustafa Toma, Finlay A. McAlister, Erin Coglianese, Venkatesan Vidi, Samip Vasaiwala, Jeffrey A. Bakal +2 more
2012· review· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
197
citations
affno abstractunlabeled
Exercise Training as Therapy for Heart Failure
Jerome L. Fleg, Lawton S. Cooper, Barry A. Borlaug, Mark J. Haykowsky, William E. Kraus, Benjamin D. Levine +6 more
2015· review· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
166
citations
affunlabeled
Coenzyme Q10 and Heart Failure
Abhinav Sharma, Gregg C. Fonarow, Javed Butler, Justin A. Ezekowitz, G. Michael Felker
2016· review· en· Circulation Heart Failure· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
146
citations
affunlabeled
Patient-Reported Outcomes in Left Ventricular Assist Device Therapy
Corline Brouwers, Johan Denollet, Nicolaas de Jonge, Kadir Çalişkan, J. Kealy, Susanne S. Pedersen
2011· review· en· Circulation Heart Failure· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
104
citations

How this was built: Screen · Findings · About