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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
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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
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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 5 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.

affno abstractunlabeled
Acute Heart Failure Syndromes in Patients With Coronary Artery Disease
James D. Flaherty, Jeroen J. Bax, Leonardo De Luca, Joseph S. Rossi, Charles J. Davidson, Gerasimos Filippatos +10 more
2009· review· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
148
citations
afffundaboutunlabeled
Trial of an Intervention to Improve Acute Heart Failure Outcomes
Douglas S. Lee, Sharon E. Straus, Michael E. Farkouh, Peter C. Austin, Monica Taljaard, Alice Chong +18 more
2022· article· en· New England Journal of Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
147
citations
venueno affno abstractunlabeled
Heart Failure in Older Adults
Hoda Butrous, Scott L. Hummel
2016· review· en· Canadian Journal of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
144
citations
affunlabeled
Natriuretic Peptides: Role in the Diagnosis and Management of Heart Failure: A Scientific Statement from the Heart Failure Association of the European Society of Cardiology, Heart Failure Society of America and Japanese Heart Failure Society
Hiroyuki Tsutsui, Nancy M. Albert, Andrew J.S. Coats, Stefan D. Anker, Antoni Bayés‐Genís, Javed Butler +22 more
2023· article· en· European Journal of Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
142
citations
affunlabeled
Role of Diuretics in the Prevention of Heart Failure
Barry R. Davis, Linda B. Piller, Jeffrey A. Cutler, Curt D. Furberg, Kay Dunn, Stanley S. Franklin +9 more
2006· article· en· Circulation· Medicine
distilled prediction:candidate · noneconsensus · none
142
citations
affunlabeled
Geographic variations in the PARADIGM-HF heart failure trial
Søren Lund Kristensen, Felipe Martínez, Pardeep S. Jhund, Juan Luis Arango, Jan Bělohlávek, S. А. Boytsov +21 more
2016· article· en· European Heart Journal· Medicine
distilled prediction:candidate · noneconsensus · none
141
citations
affunlabeled
N-Terminal Pro-B-Type Natriuretic Peptide and Clinical Outcomes
Justin A. Ezekowitz, Christopher M. O’Connor, Richard W. Troughton, Wendimagegn Alemayehu, Cynthia M. Westerhout, Adriaan A. Voors +9 more
2020· article· en· JACC Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
139
citations
affunlabeled
Clinical Features and Contemporary Management of Patients with Low and Preserved Ejection Fraction Heart Failure: Baseline Characteristics of Patients in the Candesartan in Heart failure—Assessment of Reduction in Mortality and Morbidity (CHARM) Programme
John J.V. McMurray, Jan Östergren, Michael Pfeffer, Karl Swedberg, C. B. Granger, Salim Yusuf +3 more
2003· article· en· European Journal of Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
134
citations
affno abstractunlabeled
Plasma exchange in the intensive care unit: a narrative review
Philippe R. Bauer, Marlies Ostermann, Lene Russell, Chiara Robba, Sascha David, Bruno L. Ferreyro +95 more
2022· review· en· Intensive Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
134
citations

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