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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 Work-Related Fatigue
Retraction
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Label status

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
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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.

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 3 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.

affaboutunlabeled
Improving Nursing Shift-to-Shift Report
Ember Eerena Benson, Catherine Rippin-Sisler, K. Jabusch, Shelley Keast
2007· article· en· Journal of Nursing Care Quality· Psychology
distilled prediction:candidate · noneconsensus · none
53
citations
affno abstractunlabeled
Guiding principles for determining work shift duration and addressing the effects of work shift duration on performance, safety, and health: guidance from the American Academy of Sleep Medicine and the Sleep Research Society
Indira Gurubhagavatula, Laura K. Barger, Christopher M. Barnes, Mathias Basner, Diane B. Boivin, Drew Dawson∥ +11 more
2021· article· en· Journal of Clinical Sleep Medicine· Psychology
distilled prediction:candidate · metaresearchconsensus · none
53
citations
affno abstractunlabeled
Fatigue and Safety in Paramedicine
Elizabeth Donnelly, Paul Bradford, Matthew Davis, Cathie Hedges, Doug Socha, Peter Morassutti
2019· article· en· Canadian Journal of Emergency Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
49
citations
fundno affunlabeled
Night work and prostate cancer risk: results from the EPICAP Study
Gaëlle Wendeu‐Foyet, Virginie Bayon, Sylvie Cénée, Brigitte Trétarre, Xavier Rébillard, Géraldine Cancel‐Tassin +6 more
2018· article· en· Occupational and Environmental Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
48
citations
affunlabeled
Time to talk about work‐hour impact on anesthesiologists
Haleh Saadat, Bruno Bissonnette, Dmitry Tumin, Arlyne Thung, Julie Rice, N’Diris Barry +1 more
2015· article· en· Pediatric Anesthesia· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
48
citations
affunlabeled
The Case for Addressing Operator Fatigue
Jeanne F. Duffy, Kirsi‐Marja Zitting, Charles A. Czeisler
2015· article· en· Reviews of Human Factors and Ergonomics· Psychology
distilled prediction:candidate · noneconsensus · none
46
citations
afffundno abstractunlabeled
Guidelines for secondary analysis in search of response shift
Carolyn E. Schwartz, Sara Ahmed, Richard Sawatzky, Tolulope T. Sajobi, Nancy E. Mayo, Joel Finkelstein +4 more
2013· article· en· Quality of Life Research· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
44
citations
afffundno abstractunlabeled
Shiftwork and emergency medical practice
Jason R. Frank, Howard Ovens
2002· article· en· Canadian Journal of Emergency Medicine· Psychology
distilled prediction:candidate · insufficient_payloadconsensus · none
42
citations
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