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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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Hospital Admissions and Outcomes
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
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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.

820 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
Evidence
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
820 works in the cohort · of 4,299,418page 2 of 17

Labels cover 1 of 820 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 820 of 820 works in this cohort. Predictions are machine_predicted_unvalidated. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affaboutunlabeled
Failure to Cope
Fiona Webster, Kathleen Rice, Katie N. Dainty, Merrick Zwarenstein, Steve Durant, Ayelet Kuper
2014· article· en· Academic Medicine· Medicine
machine prediction:candidate · noneconsensus · none
61
citations
affno abstractunlabeled
Handoffs in Care—Can We Make Them Safer?
Kim Streitenberger, Karen Breen‐Reid, Cheryl Harris
2006· review· en· Pediatric Clinics of North America· Medicine
machine prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Standardization of Change-of-Shift Report
Pam Athwal, Willa Fields, Esther Wagnell
2009· article· en· Journal of Nursing Care Quality· Medicine
machine prediction:candidate · noneconsensus · none
61
citations
affunlabeled
Patients' Views on Bedside Nursing Handover
Lianne Jeffs, Susan Beswick, Ashley Acott, Elisa Simpson, Roberta Cardoso, Heather Campbell +1 more
2013· article· en· Journal of Nursing Care Quality· Medicine
machine prediction:candidate · noneconsensus · none
56
citations
affno abstractunlabeled
Effective Implementation of Work-Hour Limits and Systemic Improvements
Christopher P. Landrigan, Charles A. Czeisler, Laura K. Barger, Najib Ayas, Jeffrey M. Rothschild, Steven W. Lockley
2007· article· en· The Joint Commission Journal on Quality and Patient Safety· Medicine
machine prediction:candidate · noneconsensus · none
55
citations
afffundunlabeled
Leading Clinical Handover Improvement
Christina M. Clarke, Drepaul David Persaud
2011· review· en· Journal of Patient Safety· Medicine
machine prediction:candidate · noneconsensus · none
46
citations
affaboutunlabeled
Resident duty hours: past, present, and future
Kevin Imrie, Jason R. Frank, Christopher S. Parshuram
2014· article· en· BMC Medical Education· Medicine
machine prediction:candidate · noneconsensus · none
44
citations
aboutno affunlabeled
“July Effect” in Elective Spine Surgery
Daniel D. Bohl, Michael C. Fu, Jordan A. Gruskay, Bryce A. Basques, Nicholas S. Golinvaux, Jonathan N. Grauer
2014· article· en· Spine· Medicine
machine prediction:candidate · noneconsensus · none
41
citations
affunlabeled
Residency Interviews in the 21st Century
Eduardo Hariton, Pietro Bortoletto, Nworah Ayogu
2016· article· en· Journal of Graduate Medical Education· Medicine
machine prediction:candidate · noneconsensus · none
40
citations
fundno affno abstractunlabeled
Communication at Transitions of Care
Shilpa J. Patel, Christopher P. Landrigan
2019· review· en· Pediatric Clinics of North America· Medicine
machine prediction:candidate · noneconsensus · none
37
citations
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