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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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Sleep and related disorders
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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.

3,697 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.
3,697 works in the cohort · of 4,299,418page 4 of 74

Labels cover 19 of 3,697 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 3,697 of 3,697 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundno abstractunlabeled
Insomnia and hypertension: A systematic review
Denise C. Jarrin, Pasquale K. Alvaro, Marc‐André Bouchard, Stephanie Jarrin, Christopher L. Drake, Charles M. Morin
2018· review· en· Sleep Medicine Reviews· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
205
citations
affunlabeled
Dimensionality of the Pittsburgh Sleep Quality Index: a systematic review
Md Dilshad Manzar, Ahmed S. BaHammam, Unaise Abdul Hameed, D. Warren Spence, Seithikurippu R. Pandi‐Perumal, Adam Moscovitch +1 more
2018· review· en· Health and Quality of Life Outcomes· Psychology
distilled prediction:candidate · metaepi_narrowconsensus · none
204
citations
affunlabeled
Validation of the Insomnia Severity Index as a Web-Based Measure
Frances P. Thorndike, Lee M. Ritterband, Drew K. Saylor, Joshua C. Magee, Linda Gonder‐Frederick, Charles M. Morin
2011· article· en· Behavioral Sleep Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
196
citations
affunlabeled
Chronic Insomnia and Immune Functioning
Josée Savard, Liny Laroche, Sébastien Simard, Hans Ivers, Charles M. Morin
2003· article· en· Psychosomatic Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
190
citations
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How this was built: Screen · Findings · About