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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.

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.

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 8 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.

affunlabeled
MECHANICAL HEART VALVES AND PREGNANCY
Cynthia Maxwell, Mathew Sermer
2007· article· en· Fetal and Maternal Medicine Review· Medicine
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Shoulder dystocia
Thomas F. Baskett
2002· review· en· Best Practice & Research Clinical Obstetrics & Gynaecology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
10
citations
affunlabeled
Heart Disease and Pregnancy
Rachel M. Wald, Samuel C. Siu
2009· other· en· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
10
citations
fundno affno abstractunlabeled
Spontaneous Coronary Artery Dissection and Cardiogenic Shock
Cathevine Yang, Taku Inohara, Mesfer Alfadhel, Cameron McAlister, Andrew Starovoytov, Dexter Choi +3 more
2021· letter· en· Journal of the American College of Cardiology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
9
citations
afffundno abstractunlabeled
Morbidity in Pregnant Women with a Prosthetic Heart Valve
Samuel C. Siu, Melody Lam, Britney Le, Pallav Garg, Candice K. Silversides, Joel G. Ray
2020· article· en· American Journal of Obstetrics & Gynecology MFM· Medicine
distilled prediction:candidate · noneconsensus · none
8
citations

How this was built: Screen · Findings · About