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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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Quality and Safety in Healthcare
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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.

516 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.
516 works in the cohort · of 4,299,418page 3 of 11

Labels cover 2 of 516 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 516 of 516 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Healthy Hospitals: A Journey to ISO 14001 Certification
Helen Wright, Mary Hanley, Tammy Quigley
2001· article· en· Healthcare Quarterly· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
4
citations
aboutno affunlabeled
Medical Device Software: A new Challenge
Daniela Luzi, Fabrizio Pecoraro
2012· article· en· Studies in health technology and informatics· Health Professions
distilled prediction:candidate · noneconsensus · none
3
citations
aboutno affunlabeled
Who Drank My Wine?
Binseng Wang
2006· letter· en· Biomedical Instrumentation & Technology· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
3
citations
affunlabeled
Complexity and Health Technology Safety
Elizabeth M. Borycki, Amr Farghali, André Kushniruk
2022· article· en· Studies in health technology and informatics· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+research_integrityconsensus · none
3
citations
affno abstractunlabeled
ISO 15926
Soumaya Yacout, V. Ebrahimipour
2015· book-chapter· en· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
3
citations
affunlabeled
New technology and the chain of safety
Rob Martell, Jason Macartney, Danielle Portnik
2016· article· en· Healthcare Management Forum· Health Professions
distilled prediction:candidate · noneconsensus · none
2
citations
affno abstractunlabeled
Standardized patients make it real for nursing students
Liz Ohle, Robert J. Meadus, Margaret Daly
2015· article· en· The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)· Health Professions
distilled prediction:candidate · noneconsensus · none
2
citations
affaboutno abstractunlabeled
Clinical Engineering Standards of Practice for Canada
Tony Easty, William M. Gentles
2004· book-chapter· en· Clinical Engineering Handbook· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · research_integrity
2
citations
affunlabeled
Proper Battery Maintenance Can Lead to Savings
Sean Stockman
2013· article· en· Biomedical Instrumentation & Technology· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
2
citations
affunlabeled
Gold Standard Test
Stephen D. Walter
2014· other· en· Wiley StatsRef: Statistics Reference Online· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
2
citations

How this was built: Screen · Findings · About