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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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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
venuejournal
aboutaboutness

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
Evidence
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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 5 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.

affunlabeled
Predicted Heart Mass: A Tale of 2 Ventricles
Eduard Ródenas‐Alesina, Farid Foroutan, Chun‐Po Steve Fan, Josef Stehlik, I. S. Bartlett, Maxime Tremblay‐Gravel +6 more
2023· article· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
7
citations
affunlabeled
Closing the Care Gap
Yasbanoo Moayedi, Toni Schofield, Edward Etchells, Samuel A. Silver, Jeremy Kobulnik, Rory McQuillan +3 more
2017· review· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
3
citations
affunlabeled
Guideline-Directed Medical Therapy Use in the STRONG-HF Trial
Xiang Zhang, Beth A. Davison, Marianna Adamo, Mattia Arrigo, Jan Biegus, Ovidiu Chioncel +13 more
2025· article· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
2
citations
affaboutunlabeled
Transforming Growth Factor-β Analysis of the VANISH Trial Cohort
Yuri Kim, Mitra Mastali, Jennifer E. Van Eyk, E. John Orav, Christoffer Rasmus Vissing, Sharlene M. Day +26 more
2023· letter· en· Circulation Heart Failure· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
SPIROMICS HF: Rationale, Design, and Reproducibility of Measures
R. Graham Barr, João A.C. Lima, Martin R. Prince, Bharath Ambale‐Venkatesh, Theodore P. Abraham, Praveer Agarwal +37 more
2025· article· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
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