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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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Obstructive Sleep Apnea Research
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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
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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.

3,473 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.
3,473 works in the cohort · of 4,299,418page 26 of 70

Labels cover 10 of 3,473 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 3,473 of 3,473 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
Hypervolemia and Sleep Apnea in Kidney Disease
Owen D. Lyons, T. Douglas Bradley, Christopher T. Chan
2015· review· en· Seminars in Nephrology· Medicine
machine prediction:candidate · noneconsensus · none
20
citations
affgemma · no categorygpt · no categorymodels agree
Sleep Apnea Syndrome
Satish Bhadriraju, Carlton Kemp, Mani Cheruvu, Srinivas Bhadriraju
2008· review· en· Critical Pathways in Cardiology A Journal of Evidence-Based Medicine· Medicine
machine prediction:candidate · noneconsensus · none
19
citations
afffundno abstractunlabeled
Sleep Apnea and Cardiovascular Disease
Alexander G. Logan, T. Douglas Bradley
2010· review· en· Current Hypertension Reports· Medicine
machine prediction:candidate · noneconsensus · none
19
citations
affno abstractunlabeled
The Utility of the Elbow Sign in the Diagnosis of OSA
Mark Fenton, Karen Heathcote, Rhonda Bryce, Robert Skomro, John Reid, John Gjevre +1 more
2013· article· en· CHEST Journal· Medicine
machine prediction:candidate · noneconsensus · none
19
citations
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How this was built: Screen · Findings · About