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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.

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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
Abstract
Evidence source
Study design
Label agreement
Label status

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.

3,428 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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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 47 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Cardiology: What You May Have Missed in 2024
Shamal Khattak, Ahmed Ansari, Maha Alfaraidhy, Fares Tofailahmed Rajah, Michael A. LaCombe, William G. Kussmaul
2025· review· en· Annals of Internal Medicine· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Natriuretic Peptides
Benoit G. Bruneau
2000· other· en· Comprehensive physiology· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
Novel Versus Conventional Sequencing of β-Blockers, Sodium/Glucose Cotransportor 2 Inhibitors, Angiotensin Receptor-Neprilysin Inhibitors, and Mineralocorticoid Receptor Antagonists in Stable Patients With Heart Failure With Reduced Ejection Fraction (NovCon Sequencing Study): Protocol for a Randomized Controlled Trial
Sumanth Karamchand, Tsungai Chipamaunga, Poobalan Naidoo, Kiolan Naidoo, Virendra Rambiritch, Kevin Ho +5 more
2023· article· en· JMIR Research Protocols· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
venueaboutno affunlabeled
Correction
2024· erratum· en· Canadian Family Physician· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Lessons learned from the DIG trial
Debra Egan, Nancy L. Geller, Salim Yusuf, Rekha Garg, Joseph F. Collins, James Mathew +2 more
2003· article· en· Controlled Clinical Trials· Medicine
machine prediction:candidate · metaresearchconsensus · none
2
citations
affunlabeled
Nitrates for acute heart failure
Abel Wakai, Geraldine McMahon
2005· reference-entry· en· Cochrane Database of Systematic Reviews· Medicine
machine prediction:candidate · noneconsensus · none
2
citations
venueno affunlabeled
10.51847/rwMyD7Yqn1
2000· article· en· Time to knit· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
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How this was built: Screen · Findings · About