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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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Cardiac, Anesthesia and Surgical Outcomes
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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.

3,610 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.
3,610 works in the cohort · of 4,299,418page 6 of 73

Labels cover 33 of 3,610 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 3,610 of 3,610 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
Why perform a priori sample size calculation?
Forough Farrokhyar, D Anjaneyulu Reddy, Rudolf W. Poolman, Mohit Bhandari
2013· article· en· Canadian Journal of Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
55
citations
affunlabeled
Perioperative Troponin Screening
Daniel I. Sessler, P.J. Devereaux
2016· article· en· Anesthesia & Analgesia· Medicine
distilled prediction:candidate · noneconsensus · none
55
citations
affunlabeled
Vascular viewpoint
Claudio S. Cinà, P.J. Devereaux
2006· article· en· Vascular Medicine· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
54
citations
venueno affno abstractunlabeled
10.1016/j.ysur.2014.02.021
2000· review· en· Time to knit· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
54
citations
fundno affunlabeled
Surgery for an ageing population
Kjetil Søreide, Bas P. L. Wijnhoven
2016· article· en· British journal of surgery· Medicine
distilled prediction:candidate · noneconsensus · none
52
citations
affno abstractunlabeled
What kind of randomized trials do we need?
Merrick Zwarenstein, Shaun Treweek
2009· article· en· Journal of Clinical Epidemiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_broadconsensus · metaresearch+metaepi_broad
52
citations
afffundno abstractunlabeled
Predicting outcomes: Is there utility in risk scores?
Duminda N. Wijeysundera
2015· review· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · metaepi_narrow+research_integrity
51
citations
affno abstractunlabeled
Guidelines to the Practice of Anesthesia – Revised Edition 2016
Richard N. Merchant, Daniel Chartrand, Steven Dain, Gregory Dobson, Matt M. Kurrek, Annie Lagacé +4 more
2015· article· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
51
citations
affunlabeled
Reducing variation in surgical care
David R. Urbach, Nancy N. Baxter
2005· letter· en· BMJ· Medicine
distilled prediction:candidate · noneconsensus · none
51
citations
affno abstractunlabeled
Guidelines to the Practice of Anesthesia – Revised Edition 2020
Gregory Dobson, Lorraine Chow, Lucie Filteau, Alana M. Flexman, Heather Hurdle, Matthew Kurrek +4 more
2019· article· en· Canadian Journal of Anesthesia/Journal canadien d anesthésie· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
50
citations
affno abstractunlabeled
Perioperative modifications of respiratory function
Michelle Duggan, Brian P. Kavanagh
2010· review· en· Best practice & research. Clinical anaesthesiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
49
citations

How this was built: Screen · Findings · About