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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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Mechanical Circulatory Support Devices
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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.

1,961 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.
1,961 works in the cohort · of 4,299,418page 4 of 40

Labels cover 3 of 1,961 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 1,961 of 1,961 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Intracranial hemorrhage in adults on ECMO
Yiorgos Alexandros Cavayas, Lorenzo Del Sorbo, Eddy Fan
2018· review· en· Perfusion· Engineering
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
81
citations
affunlabeled
Management of cardiogenic shock: a narrative review
Driss Laghlam, Sarah Benghanem, Sofia Ortuno, Nadia Bouabdallaoui, Stéphane Manzo‐Silberman, Olfa Hamzaoui +1 more
2024· review· en· Annals of Intensive Care· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
80
citations
affno abstractunlabeled
Closing in on the PumpKIN Trial of the Jarvik 2015 Ventricular Assist Device
J. Timothy Baldwin, Iki Adachi, John Teal, C. Almond, Robert D.B. Jaquiss, M. Patricia Massicotte +6 more
2016· review· en· Seminars in Thoracic and Cardiovascular Surgery Pediatric Cardiac Surgery Annual· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
75
citations
aboutno affunlabeled
2015 SCAI/ACC/HFSA/STS clinical expert consensus statement on the use of percutaneous mechanical circulatory support devices in cardiovascular care (Endorsed by the American heart assocation, the cardiological society of India, and sociedad latino Americana de cardiologia intervencion; Affirmation of value by the canadian association of interventional cardiology–association canadienne de cardiologie d'intervention)
Charanjit S. Rihal, Srihari S. Naidu, Michael M. Givertz, Wilson Y. Szeto, James A. Burke, Navin K. Kapur +5 more
2015· review· en· Catheterization and Cardiovascular Interventions· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
75
citations
affno abstractunlabeled
Outcome of patients aged ≥75 years in the SHould we emergently revascularize Occluded Coronaries in cardiogenic shocK (SHOCK) trial: Do elderly patients with acute myocardial infarction complicated by cardiogenic shock respond differently to emergent revascularization?
Vladimír Džavík, Lynn A. Sleeper, Michael H. Picard, Timothy A. Sanborn, April M. Lowe, Ken Gin +5 more
2005· article· en· American Heart Journal· Engineering
distilled prediction:candidate · metaepi_narrowconsensus · none
70
citations
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How this was built: Screen · Findings · About