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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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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
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.

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 2 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.

fundno affunlabeled
Putting AI at the Centre of Heart Failure Care
Chantal F. Ski, David R. Thompson, Hans‐Peter Brunner‐La Rocca
2020· letter· en· ESC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
26
citations
affunlabeled
Post Hoc Analyses of SHIFT and PARADIGM-HF Highlight the Importance of Chronic Chagas' Cardiomyopathy <i>Comment on:</i> “Safety Profile and Efficacy of Ivabradine in Heart Failure Due to Chagas Heart Disease: A Post Hoc Analysis of the SHIFT Trial” by Bocchi <i>et al.</i>
Félix José Alvarez Ramires, Felipe Martínez, Efraín Gómez, Caroline Demacq, Claudio Gimpelewicz, Jean L. Rouleau +5 more
2018· letter· en· ESC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
25
citations
affunlabeled
Optimizing Outcomes in Heart Failure: 2022 and Beyond
Ewa A. Jankowska, Tomas Andersson, Claudia Kaiser‐Albers, Biykem Bozkurt, Ovidiu Chioncel, Andrew J.S. Coats +11 more
2023· review· en· ESC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
19
citations
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How this was built: Screen · Findings · About