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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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Thorax
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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.

525 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.
525 works in the cohort · of 4,299,418page 2 of 11

Labels cover 1 of 525 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 525 of 525 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.

afffundunlabeled
Time course and pattern of COPD exacerbation onset
Shawn D. Aaron, Gavin C. Donaldson, George A. Whitmore, John R. Hurst, Tim Ramsay, Jadwiga A. Wedzicha
2011· article· en· Thorax· Medicine
machine prediction:candidate · noneconsensus · none
188
citations
affunlabeled
Lessons from ECLIPSE: a review of COPD biomarkers
Rosa Faner, Ruth Tal‐Singer, Bartolomé R. Celli, Jørgen Vestbo, William MacNee, Per Bakke +12 more
2013· review· en· Thorax· Medicine
machine prediction:candidate · noneconsensus · none
166
citations
afffundunlabeled
Systemic inflammation and lung function in young adults
Robert J. Hancox, Richie Poulton, Jillian Greene, Sue Filsell, Christene R. McLachlan, Finn Rasmussen +4 more
2007· article· en· Thorax· Medicine
machine prediction:candidate · noneconsensus · none
138
citations
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How this was built: Screen · Findings · About