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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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BMC Medical Ethics
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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.

220 results · 1 filter active ·
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20012025
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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.
220 works in the cohort · of 4,299,418page 1 of 5

Labels cover 7 of 220 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 220 of 220 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

afffundunlabeled
On pandemics and the duty to care: whose duty? who cares?
Carly Ruderman, C. Shawn Tracy, Cécile M. Bensimon, Mark Bernstein, Laura Hawryluck, Randi Zlotnik Shaul +1 more
2006· article· en· BMC Medical Ethics· Health Professions
distilled prediction:candidate · metaresearchconsensus · none
205
citations
affunlabeled
Clinical ethics revisited
Peter Singer, Edmund D. Pellegrino, Mark Siegler
2001· article· en· BMC Medical Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity+insufficient_payload
154
citations
affgemma · metaresearchgpt · no categorymodels split
Ethics review of big data research: What should stay and what should be reformed?
Agata Ferretti, Marcello Ienca, Mark Sheehan, Alessandro Blasimme, Edward S. Dove, Bobbie Farsides +10 more
2021· review· en· BMC Medical Ethics· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+research_integrity
92
citations
affunlabeled
Clinical ethics consultations: a scoping review of reported outcomes
Jennifer Bell, Marina Salis, Eryn Tong, Erica Nekolaichuk, Claudia Barned, Andria Bianchi +4 more
2022· review· en· BMC Medical Ethics· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+sts+research_integrity+insufficient_payloadconsensus · metaresearch+sts+research_integrity
61
citations
aboutno affunlabeled
How international is bioethics? A quantitative retrospective study
Pascal Borry, Paul Schotsmans, Kris Dierickx
2006· article· en· BMC Medical Ethics· Pharmacology, Toxicology and Pharmaceutics
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
61
citations
affunlabeled
Taking tissue seriously means taking communities seriously
Ross Upshur, James V. Lavery, Paulina Tindana
2007· article· en· BMC Medical Ethics· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · research_integrity
59
citations
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How this was built: Screen · Findings · About