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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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Sleep and Work-Related Fatigue
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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.

843 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.
843 works in the cohort · of 4,299,418page 1 of 17

Labels cover 3 of 843 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 843 of 843 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
CIRCADIAN RHYTHMS OF PERFORMANCE: NEW TRENDS
2000· review· en· Chronobiology International· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
287
citations
afffundno abstractunlabeled
Working on atypical schedules
2007· review· en· Sleep Medicine· Psychology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
214
citations
affunlabeled
Impaired Performance in Commercial Drivers
2006· article· en· American Journal of Respiratory and Critical Care Medicine· Psychology
distilled prediction:candidate · noneconsensus · none
179
citations
affaboutunlabeled
Shift work and health.
2002· article· en· PubMed· Psychology
distilled prediction:candidate · noneconsensus · none
160
citations
affaboutunlabeled
Fatigue and shift work
2006· article· en· Journal of Sleep Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
137
citations
afffundno abstractunlabeled
Insomnia in shift work
2014· article· en· Sleep Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
126
citations
affunlabeled
On-call work and health: a review
2004· review· en· Environmental Health· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
118
citations

How this was built: Screen · Findings · About