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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.

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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 10 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.

affno abstractunlabeled
CPAP in the Perioperative Setting
Frances Chung, Mahesh Nagappa, Mandeep Singh, Babak Mokhlesi
2015· review· en· CHEST Journal· Medicine
distilled prediction:candidate · research_integrityconsensus · none
72
citations
afffundno abstractunlabeled
Opioids, respiratory depression, and sleep-disordered breathing
Mahesh Nagappa, Toby N. Weingarten, Gaspard Montandon, Juraj Šprung, Frances Chung
2017· review· en· Best practice & research. Clinical anaesthesiology· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · sts+research_integrity
71
citations
afffundno abstractunlabeled
Postoperative Oxygen Therapy in Patients With OSA
Pu Liao, Jean Wong, Mandeep Singh, David T. Wong, Sazzadul Islam, Maged Andrawes +3 more
2016· article· en· CHEST Journal· Medicine
distilled prediction:candidate · noneconsensus · none
70
citations
affunlabeled
Sleep apnoea and heart failure
Patrick Lévy, Matthew T. Naughton, Renaud Tamisier, Martín Cowie, T. Douglas Bradley
2021· article· en· European Respiratory Journal· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
70
citations
affno abstractunlabeled
Positive airway pressure therapy and all‐cause and cardiovascular mortality in people with obstructive sleep apnoea: a systematic review and meta-analysis of randomised controlled trials and confounder-adjusted, non-randomised controlled studies
Adam Benjafield, Jean‐Louis Pépin, Peter A. Cistulli, Alison Wimms, Florent Lavergne, Fatima H. Sert Kuniyoshi +9 more
2025· review· en· The Lancet Respiratory Medicine· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broadconsensus · metaepi_narrow
70
citations
affno abstractunlabeled
Obstructive Sleep Apnea: Preoperative Assessment
Edwin Seet, Frances Chung
2010· review· en· Anesthesiology Clinics· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
70
citations
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