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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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Obstructive Sleep Apnea Research
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.

3,473 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.
3,473 works in the cohort · of 4,299,418page 7 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 teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Pathophysiology of Obstructive Sleep Apnea
Richard L. Horner
2008· review· en· Journal of Cardiopulmonary Rehabilitation and Prevention· Medicine
distilled prediction:candidate · noneconsensus · none
110
citations
afffundvenueno abstractunlabeled
Hypertension and Sleep Apnea
John S. Floras
2015· review· en· Canadian Journal of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
108
citations
afffundno abstractunlabeled
Sleep Bruxism in Respiratory Medicine Practice
Pierre Mayer, Raphaël Heinzer, Gilles Lavigne
2015· review· en· CHEST Journal· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
107
citations
affno abstractunlabeled
Sleep Apnea and Commercial Motor Vehicle Operators
Natalie P. Hartenbaum, Nancy A. Collop, Ilene M. Rosen, Barbara Phillips, Charles F. George, James A. Rowley +6 more
2006· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
106
citations
affvenueno abstractunlabeled
Sleep Apnea and Stroke
Owen D. Lyons, Clodagh M. Ryan
2015· review· en· Canadian Journal of Cardiology· Medicine
distilled prediction:candidate · noneconsensus · none
105
citations
affunlabeled
Treatment of Sleep Apnea in Heart Failure
Michael Arzt, T. Douglas Bradley
2006· review· en· American Journal of Respiratory and Critical Care Medicine· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
105
citations
affno abstractunlabeled
Increased arterial stiffness in obstructive sleep apnea: a systematic review
Robert J. Doonan, Patrick Scheffler, Marek Lalli, R. John Kimoff, Eleni Petridou, Marios E. Daskalopoulos +1 more
2010· review· en· Hypertension Research· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
101
citations
affno abstractunlabeled
Biomarkers associated with obstructive sleep apnea: A scoping review
Graziela De Luca Canto, Camila Pachêco‐Pereira, Seçil Aydınöz, Paul W. Major, Carlos Flores‐Mir, David Gozal
2014· review· en· Sleep Medicine Reviews· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
101
citations
affunlabeled
Sleep Apnea and Commercial Motor Vehicle Operators:
Natalie P. Hartenbaum, Nancy A. Collop, Ilene M. Rosen, Barbara Phillips, Charles F. George, James A. Rowley +7 more
2006· review· en· Journal of Occupational and Environmental Medicine· Medicine
distilled prediction:candidate · noneconsensus · none
100
citations
afffundno abstractunlabeled
Biomarkers of dementia in obstructive sleep apnea
Andrée‐Ann Baril, Julie Carrier, Alexandre Lafrenière, Simon C. Warby, Judes Poirier, Ricardo S. Osorio +4 more
2018· review· en· Sleep Medicine Reviews· Medicine
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · metaepi_narrow
99
citations

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