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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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Healthcare professionals’ stress and burnout
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.

1,945 results · 1 filter active ·
Categories
Machine labels · sparse coverage
Evidence
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
1,945 works in the cohort · of 4,299,418page 1 of 39

Labels cover 8 of 1,945 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 1,945 of 1,945 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Job Burnout
2001· article· en· Annual Review of Psychology· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
12,387
citations
affno abstractunlabeled
Physician wellness: a missing quality indicator
2009· review· en· The Lancet· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · none
1,609
citations
affvenueno abstractunlabeled
Applying the Lessons of SARS to Pandemic Influenza
2008· review· en· Canadian Journal of Public Health· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
299
citations
affunlabeled
Workload and burnout in nurses
2001· article· en· Journal of Community & Applied Social Psychology· Health Professions
distilled prediction:candidate · sts+research_integrityconsensus · none
287
citations
affno abstractunlabeled
Doctors' health: taking the lifecycle approach
2013· editorial· en· BMJ· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
243
citations
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How this was built: Screen · Findings · About