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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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Clinical Chemistry and Laboratory Medicine (CCLM)
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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.

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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.

283 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.
283 works in the cohort · of 4,299,418page 1 of 6

Labels cover 0 of 283 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 283 of 283 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
The theory of reference values: an unfinished symphony
Gérard Siest, Joseph Henny, Ralph Gräsbeck, Peter Wilding, Claude Petitclerc, Josep M. Queraltó +1 more
2012· review· en· Clinical Chemistry and Laboratory Medicine (CCLM)· Medicine
machine prediction:candidate · metaresearchconsensus · none
118
citations
affunlabeled
Point-of-care testing: state-of-the art and perspectives
Mario Plebani, James H. Nichols, Peter B. Luppa, Dina N. Greene, Laura Sciacovelli, Julie Shaw +13 more
2024· review· en· Clinical Chemistry and Laboratory Medicine (CCLM)· Medicine
machine prediction:candidate · noneconsensus · none
84
citations
affunlabeled
Formate: an essential metabolite, a biomarker, or more?
Simon G. Lamarre, Gregory P. Morrow, Luke MacMillan, Margaret E. Brosnan, John T. Brosnan
2012· review· en· Clinical Chemistry and Laboratory Medicine (CCLM)· Medicine
machine prediction:candidate · noneconsensus · none
66
citations
affunlabeled
Theranos phenomenon: promises and fallacies
Eleftherios P. Diamandis
2015· article· en· Clinical Chemistry and Laboratory Medicine (CCLM)· Medicine
machine prediction:candidate · research_integrityconsensus · none
55
citations

How this was built: Screen · Findings · About