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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 Treatment and Management
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
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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.

3,428 results · 1 filter active ·
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20002025
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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.
3,428 works in the cohort · of 4,299,418page 10 of 69

Labels cover 10 of 3,428 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 3,428 of 3,428 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Early Follow-Up After a Heart Failure Exacerbation
Finlay A. McAlister, Erik Youngson, Padma Kaul, Justin A. Ezekowitz
2016· article· en· Circulation Heart Failure· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
72
citations
aboutno affunlabeled
Natriuretic peptides in unstable coronary artery disease
Tomas Jernberg, Stefan James, Bertil Lindahl, Nina Johnston, Mats Stridsberg, Per Venge +1 more
2004· review· en· European Heart Journal· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
71
citations
aboutno affunlabeled
Heart Failure in North America
John E. Blair, Mark D. Huffman, Sanjiv J. Shah
2013· review· en· Current Cardiology Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
68
citations
affaboutunlabeled
Regional outcomes of heart failure in Canada.
Douglas S. Lee, Helen Johansen, Yanyan Gong, Ruth Hall, Jack V. Tu, Jafna L. Cox
2004· article· en· PubMed· Medicine
distilled prediction:candidate · noneconsensus · none
66
citations

How this was built: Screen · Findings · About