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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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Canadian Journal of Surgery
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Retraction
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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.

1,433 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.
1,433 works in the cohort · of 4,299,418page 11 of 29

Labels cover 1 of 1,433 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 1,433 of 1,433 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affvenueunlabeled
What is an ideal surgical clerkship?
Mehdi Tahiri, Moïshe Liberman
2013· article· en· Canadian Journal of Surgery· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
12
citations
affvenueunlabeled
Expertise-based design in surgical trials: a narrative review
Ali Alsagheir, Alex Koziarz, Emilie P. Belley‐Côté, Richard Whitlock
2021· review· en· Canadian Journal of Surgery· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · metaresearch+metaepi_broad
12
citations
venueno affunlabeled
Surgical innovation is harder than it looks
Edward J. Harvey
2017· editorial· en· Canadian Journal of Surgery· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · none
12
citations

How this was built: Screen · Findings · About