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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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Cardiovascular Issues in Pregnancy
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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.

1,108 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.
1,108 works in the cohort · of 4,299,418page 5 of 23

Labels cover 4 of 1,108 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 1,108 of 1,108 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Cardio-Obstetrics and Heart Failure
Ersilia M. DeFilippis, Catriona Bhagra, Jillian P. Casale, Patricia Ging, Francesca Macera, Lynn Punnoose +6 more
2023· review· en· JACC Heart Failure· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · none
28
citations
affno abstractunlabeled
Impact of Obesity on Outcomes of Pregnancy in Women With Heart Disease
Birgit Pfaller, Samuel C. Siu, Rohan D’Souza, Barbara Wichert-Schmitt, Govind Krishna Kumar Nair, Kim Haberer +2 more
2021· article· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
26
citations
affno abstractunlabeled
Cardiac Arrhythmias and Pregnancy
Ciorsti MacIntyre, Chinyere Iwuala, Ratika Parkash
2018· review· en· Current Treatment Options in Cardiovascular Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
26
citations
affunlabeled
Pregnancy in patients with the Fontan operation
Claudia Montanaro, Siobhán Boyle, Gurleen Wander, Mark R. Johnson, Jolien W Roos-Hesselink, Roshni Patel +3 more
2024· review· en· European Journal of Preventive Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
24
citations
affno abstractunlabeled
Eisenmenger Syndrome in Pregnancy: A Management Conundrum
Brandon M. Lopez, Isabelle Malhamé, Laurie K. Davies, Juan Manuel Vélez, Ariane Marelli, Ferenc Rabai
2020· article· en· Journal of Cardiothoracic and Vascular Anesthesia· Medicine
distilled prediction:candidate · noneconsensus · none
24
citations
affunlabeled
Aortic dissection in pregnancy and the postpartum period
Melissa L. Russo, Mattie Boehler-Tatman, Catherine M. Albright, Carmen C. David, L’Oreal Kennedy, Aaron W. Roberts +78 more
2022· review· en· Seminars in Vascular Surgery· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
23
citations
affunlabeled
Use of warfarin during pregnancy.
Shirin Abadi, Adrienne Einarson, Gideon Koren
2002· article· en· PubMed· Medicine
distilled prediction:candidate · noneconsensus · none
23
citations
affno abstractunlabeled
What Causes Premature Coronary Artery Disease?
Ann Le, Helen Peng, D. Golinsky, Matteo Di Scipio, Ricky Lali, Guillaume Paré
2024· review· en· Current Atherosclerosis Reports· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · metaepi_narrow
22
citations
affunlabeled
Pregnancy in women with Fontan physiology
Laurianne Le Gloan, Lise‐Andrée Mercier, Annie Dore, François Marcotte, François‐Pierre Mongeon, Réda Ibrahim +3 more
2011· review· en· Expert Review of Cardiovascular Therapy· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
22
citations

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