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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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ESC 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
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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.

233 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.
233 works in the cohort · of 4,299,418page 1 of 5

Labels cover 0 of 233 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 233 of 233 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Highlights in Heart Failure
Daniela Tomasoni, Marianna Adamo, Carlo Lombardi, Marco Metra
2019· review· en· ESC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
263
citations
affunlabeled
2024 Update in Heart Failure
Alberto Beghini, Antonio Maria Sammartino, Z. Papp, Stephan von Haehling, Jan Biegus, Piotr Ponikowski +7 more
2024· review· en· ESC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
175
citations
affunlabeled
Heart Failure in the Last Year: Progress and Perspective
Daniela Tomasoni, Marianna Adamo, Markus S. Anker, Stephan von Haehling, Andrew J.S. Coats, Marco Metra
2020· review· en· ESC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
73
citations
affaboutunlabeled
Digital Health in Older Adults for the Prevention and Management of Cardiovascular Diseases and Frailty. <i>A Clinical Consensus Statement from the ESC Council for Cardiology Practice/Taskforce on Geriatric Cardiology, the ESC Digital Health Committee and the ESC Working Group on e-Cardiology</i>
Luigina Guasti, Polychronis Dilaveris, Mamas A. Mamas, Dimitrios Richter, Ruxandra Christodorescu, Joost Lumens +6 more
2022· review· en· ESC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
59
citations
affunlabeled
A Year in Heart Failure: An Update of Recent Findings
Lorenzo Stretti, Dauphine Zippo, Andrew J.S. Coats, Markus S. Anker, Stephan von Haehling, Marco Metra +1 more
2021· review· en· ESC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
43
citations

How this was built: Screen · Findings · About