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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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Chronic Obstructive Pulmonary Disease (COPD) Research
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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.

5,522 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.
5,522 works in the cohort · of 4,299,418page 102 of 111

Labels cover 18 of 5,522 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 5,522 of 5,522 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.

affno abstractunlabeled
Reply to Topalovic and Janssens
Paolo B. Dominelli, Glen E. Foster, Jordan A. Guenette, Hans Christian Haverkamp, Neil D. Eves, Giulio S. Dominelli +3 more
2016· letter· en· Respiratory Physiology & Neurobiology· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
To the Editor
Don D. Sin, Wenqi Gan, S. F. Paul Man
2005· article· en· CHEST Journal· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Who Drives Pulmonology Evidence Synthesis?
Vivek Bhat, Abhishek Kumar, Sharanya Kaushik, Shreyas Bellur, Harsimran Singh Walia, Manmeet S. Ahluwalia +1 more
2024· article· en· CHEST Pulmonary· Medicine
machine prediction:candidate · metaresearchconsensus · metaresearch
0
citations
venueno affunlabeled
10.1016/s1155-195x(16)72142-6
Olivier Bonhomme, Jean-Louis Corhay, Renaud Louis
2000· article· en· Time to knit· Medicine
machine prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Letters to the Editor
Sharon E. Straus, Finlay A. Mc Alisters
2003· article· en· Journal of General Internal Medicine· Medicine
machine prediction:candidate · insufficient_payloadconsensus · none
0
citations
aboutno affunlabeled
Factors influencing cognitive function in COPD
Ersel Dağ, Emel Bulcun, Yakup Türkel, Aydanur Ekici, Mehmet Ekici
2014· article· en· European Respiratory Journal· Medicine
machine prediction:candidate · noneconsensus · none
0
citations
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