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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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The American Journal of Surgery
Topic
Retraction
Abstract
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Study design
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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.

561 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.
561 works in the cohort · of 4,299,418page 4 of 12

Labels cover 6 of 561 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 561 of 561 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Evaluating surgical resident selection procedures
Michael K. Gilbart, Michael D. Cusimano, Glenn Regehr
2001· article· en· The American Journal of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
How do residents manage personal finances?
Joel M.H. Teichman, Patricia P. Cecconi, B. Douglas Bernheim, Neva K. Novarro, Manoj Monga, Debra A. DaRosa +1 more
2005· article· en· The American Journal of Surgery· Social Sciences
distilled prediction:candidate · noneconsensus · none
32
citations
affno abstractunlabeled
A randomized trial of teaching bioethics to surgical residents
Anja Robb, Edward Etchells, Michael D. Cusimano, Robert Cohen, Peter Singer, Martin F. McKneally
2005· article· en· The American Journal of Surgery· Medicine
distilled prediction:candidate · metaresearchconsensus · none
31
citations
affno abstractunlabeled
Predicting death from ruptured abdominal aortic aneurysms
York Hsiang, Robert Turnbull, Stephen C. Nicholls, Kelly McCullough, Jerry C. Chen, Ramesh Lokanathan +1 more
2001· article· en· The American Journal of Surgery· Medicine
distilled prediction:candidate · noneconsensus · none
30
citations
affno abstractunlabeled
Assessment of critical appraisal skills
Helen MacRae, Glenn Regehr, Fred Brenneman, Marg McKenzie, Robin S. McLeod
2003· article· en· The American Journal of Surgery· Medicine
distilled prediction:candidate · metaresearchconsensus · none
27
citations

How this was built: Screen · Findings · About