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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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JACC Heart Failure
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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.

241 results · 1 filter active ·
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20132025
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Categories
Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
241 works in the cohort · of 4,299,418page 5 of 5

Labels cover 0 of 241 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 241 of 241 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affno abstractunlabeled
Kidney Measures and Risk of Incident Heart Failure Among Older Adults
Antonios Douros, Alice Schneider, Natalie Ebert, Anne‐Katrin Fietz, Dörte Huscher, Martin K. Kuhlmann +5 more
2023· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
2
citations
affno abstractunlabeled
Pulse Pressure Response to Inotrope Therapy in Cardiogenic Shock
Jiho Han, Pietro Di Santo, Rebecca Mathew, Benjamin Hibbert, Jonathan Grinstein, Mark N. Belkin
2024· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
1
citations
affno abstractunlabeled
Traveling the Interstices of Data Sharing
Paul W. Armstrong, Robert J. Mentz, Cynthia M. Westerhout
2018· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Revisiting ICD Therapy for Primary Prevention
Ilan Goldenberg, Justin A. Ezekowitz, Javed Butler
2025· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
The Role of Social Robots in Heart Failure
Lisa‐Marie Maukel, Karen Bouchard, Jess G. Fiedorowicz, Kerstin Dautenhahn, Thais Coutinho, Moojan Ghafurian +4 more
2025· article· en· JACC Heart Failure· Computer Science
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Omega-3 Fatty Acids and Heart Failure
Aldo P. Maggioni
2019· letter· en· JACC Heart Failure· Nursing
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
affno abstractunlabeled
Frailty and Semaglutide in Obesity-Related HFpEF
Jawad H. Butt, George Heckman
2025· editorial· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
1
citations
affno abstractunlabeled
Electronic Health Record Alerts for Heart Failure
Nathaniel M. Hawkins
2024· letter· en· JACC Heart Failure· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity+insufficient_payload
1
citations
affno abstractunlabeled
Diet and Clinical Outcomes in a Heart Failure Population
Philip Joseph, Mahshid Dehghan, Justin A. Ezekowitz, Victoria Miller, Fernando Laņas, Khalid F. AlHabib +685 more
2025· article· en· JACC Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Sex Differences in Heart Failure With Improved Ejection Fraction
Maria Pabón, Xiaowen Wang, Carolyn S.P. Lam, Eileen O’Meara, Muthiah Vaduganathan, Brian Claggett +15 more
2024· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · research_integrity
1
citations
afffundno abstractunlabeled
Survodutide for the Treatment of Obesity
Elke Platz, Lee M. Kaplan, Carel W. le Roux, Sean Wharton, Samina Ajaz Hussain, Martina Brueckmann +4 more
2025· article· en· JACC Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
1
citations
affno abstractunlabeled
Risk Stratification in Acute Heart Failure
Chang Nancy Wang, Douglas S. Lee
2025· editorial· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
1
citations
affno abstractunlabeled
Setting the Diagnosis of Heart Failure
Nariman Sepehrvand, Justin A. Ezekowitz
2023· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
1
citations
affno abstractunlabeled
GENETIC-AF
Palak Shah, Marco Metra
2019· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
affno abstractunlabeled
What Difference Does a Day Make?
Jonathan G. Howlett
2023· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Leveraging Cohort Creation in Datasets
Tae Won Yi, Adeera Levin
2025· editorial· en· JACC Heart Failure· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Time Is of the Essence
Shelley Zieroth, Shekoofeh Saboktakin Rizi
2023· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
fundno affno abstractunlabeled
Reply
Juarez R. Braga, Peter C. Austin, Heather J. Ross, Douglas S. Lee
2019· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Durability of No-Implant Interatrial Shunt for HFpEF
Brian J. Potter, Colin M. Barker, Gerard Wilkins, Benjamin J. Wilkins, Robert Gooley, Christopher Meduri +4 more
2025· article· en· JACC Heart Failure· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Prognosis for Acute Myocarditis
Peter P. Liu, Giulia Cordella
2025· editorial· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
0
citations
affno abstractunlabeled
Dynamic Risk Prediction
Ana Carolina Alba, Josef Stehlik
2024· editorial· en· JACC Heart Failure· Engineering
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
0
citations
afffundno abstractunlabeled
Beyond Hospitalizations
Anique Ducharme, Jonathan W. Cunningham
2025· editorial· en· JACC Heart Failure· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
0
citations
fundno affno abstractunlabeled
Reply
Caroline K. Kramer, Chang Ye, Ravi Retnakaran
2018· letter· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Heart Failure Risk Linked to Adverse Pregnancy Outcomes
Garima Sharma, Tiffany Brazile, Sara Thorne
2025· editorial· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+research_integrity
0
citations

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