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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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Heart Failure Reviews
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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.

126 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.
126 works in the cohort · of 4,299,418page 2 of 3

Labels cover 0 of 126 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 126 of 126 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
B-type natriuretic peptide-guided therapy: a systematic review
Cynthia Balion, Robert S. McKelvie, Andrew Don-Wauchope, Pasqualina Santaguida, Mark Oremus, Homa Keshavarz +7 more
2014· review· en· Heart Failure Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
43
citations
affno abstractunlabeled
Peroxynitrite in Myocardial Ischemia-Reperfusion Injury
Manoj M. Lalu, Wenjie Wang, Richard Schulz
2002· review· en· Heart Failure Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
33
citations
affno abstractunlabeled
Cell Cycle Regulation to Repair the Infarcted Myocardium
Joshua D. Dowell, Loren J. Field, Kishore B.S. Pasumarthi
2003· review· en· Heart Failure Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
23
citations
affno abstractunlabeled
Stem cells in the diabetic infarcted heart
Carley Glass, Pawan K. Singal, Dinender K. Singla
2010· review· en· Heart Failure Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
22
citations
affno abstractunlabeled
Nitric Oxide and Cardiovascular Protection
Bodh I. Jugdutt
2003· review· en· Heart Failure Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
20
citations
affno abstractunlabeled
Vitamin C: historical perspectives and heart failure
Akshi Malik, Ashim K. Bagchi, Kartik Vinayak, Gauri Akolkar, Ján Slezák, Adriane Belló‐Klein +2 more
2020· review· en· Heart Failure Reviews· Nursing
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
18
citations
affno abstractunlabeled
Kinin-kallikrein system: New perspectives in heart failure
Keivan Mohammadi, Davood Shafie, Newsha Ghomashi, Ali Abdolizadeh, Majid Sadeghpour
2024· article· en· Heart Failure Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
14
citations

How this was built: Screen · Findings · About