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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.

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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
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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 8 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.

afffundunlabeled
The heart as an endocrine organ
Tsuneo Ogawa
2014· article· en· Endocrine Connections· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
92
citations
afffundunlabeled
Optimizing Foundational Therapies in Patients With HFrEF
Abhinav Sharma, Subodh Verma, Deepak L. Bhatt, Kim A. Connelly, Elizabeth Swiggum, Muthiah Vaduganathan +2 more
2022· review· en· JACC Basic to Translational Science· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
92
citations
affunlabeled
Acute Coronary Syndromes and Acute Heart Failure: A Diagnostic Dilemma and High-Risk Combination. A Statement from the Acute Heart Failure Committee of the Heart Failure Association of the European Society of Cardiology
Veli‐Pekka Harjola, John Parissis, Johann Bauersachs, Hans‐Peter Brunner‐La Rocca, Héctor Bueno, Jelena Čelutkienė +30 more
2020· article· en· European Journal of Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
88
citations
affno abstractunlabeled
Sudden Death in Heart Failure With Preserved Ejection Fraction
Muthiah Vaduganathan, Brian Claggett, Neal A. Chatterjee, Inder S. Anand, Nancy K. Sweitzer, James C. Fang +9 more
2018· article· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
85
citations
affunlabeled
Artificial Intelligence and Heart Failure: A State-of-the-Art Review
Muhammad Shahzeb Khan, Muhammad Sameer Arshad, Stephen J. Greene, Harriette G.C. Van Spall, Ambarish Pandey, Sreekanth Vemulapalli +2 more
2023· review· en· European Journal of Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
84
citations

How this was built: Screen · Findings · About