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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
aboutaboutness

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 7 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.

affunlabeled
Nitrates for acute heart failure syndromes
Abel Wakai, Aileen McCabe, Rachel Kidney, Steven C. Brooks, Rawle A. Seupaul, Deborah B. Diercks +3 more
2013· review· en· Cochrane Database of Systematic Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
107
citations
affunlabeled
Income Inequality and Outcomes in Heart Failure
Pooja Dewan, Rasmus Rørth, Pardeep S. Jhund, João Pedro Ferreira, Faı̈ez Zannad, Li Shen +10 more
2019· article· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
102
citations
afffundno abstractunlabeled
Care Gaps in Adherence to Heart Failure Guidelines
Marilyne Jarjour, Christine Henri, Simon de Denus, Annik Fortier, Nadia Bouabdallaoui, Anil Nigam +10 more
2020· article· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
101
citations
affno abstractunlabeled
Glitazones and Heart Failure
Chao‐Hung Wang, Richard D. Weisel, Peter P. Liu, Paul W.M. Fedak, Subodh Verma
2003· article· en· Circulation· Medicine
distilled prediction:candidate · noneconsensus · none
96
citations

How this was built: Screen · Findings · About