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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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CHEST Pulmonary
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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.

18 results · 1 filter active ·
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20232025
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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.
18 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 18 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 18 of 18 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
Primary Ciliary Dyskinesia
Michael G. O’Connor, Ricardo A. Mosquera, Hilda Metjian, Meghan Marmor, Kenneth N. Olivier, Adam J. Shapiro
2023· article· en· CHEST Pulmonary· Medicine
machine prediction:candidate · noneconsensus · none
31
citations
afffundaboutunlabeled
Patient and Physician Assessments of Clinical Status
Amanda Grant-Orser, N.A. Adderley, Katelyn Stuart, Charlene D. Fell, Kerri A. Johannson
2023· article· en· CHEST Pulmonary· Medicine
machine prediction:candidate · noneconsensus · none
5
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
aboutno affunlabeled
Pleural Procedure Education in Fellowship
Ilana Roberts Krumm, Van K. Holden, Lekshmi Santhosh
2024· article· en· CHEST Pulmonary· Medicine
machine prediction:candidate · noneconsensus · none
0
citations

How this was built: Screen · Findings · About