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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 Systems and Challenges
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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.

482 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.
482 works in the cohort · of 4,299,418page 6 of 10

Labels cover 3 of 482 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 482 of 482 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Recruitment Revisited
Luke Kersten
2023· article· en· Thought A Journal of Philosophy· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
In reply 1
L Mota, K Al-Efraij, Jonathon R. Campbell, Victoria J. Cook, James C. Johnston
2016· letter· en· The International Journal of Tuberculosis and Lung Disease· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affno abstractunlabeled
Thinking Through Health Care Reform
Paul J. Flaer, Mustafa Z Younis, Muhammed Alotaibi, Maha Al Hajeri
2010· article· en· Ageing International· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
fundno affunlabeled
NHS ethics: do the bins care?
Anne C Woolridge, Terry Tudor
2008· article· en· British Journal of Anaesthesia· Health Professions
distilled prediction:candidate · sts+research_integrityconsensus · none
0
citations
venueno affunlabeled
Coda — Pandemic Brexit
Bill Schwarz
2021· article· en· Historical Reflections/Réflexions Historiques· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affvenueunlabeled
Dr. Al Shaiji and Dr. Brock’s rebuttal
Tariq F. Al-Shaiji, Gerald Brock
2013· article· en· Canadian Urological Association Journal· Health Professions
distilled prediction:candidate · sts+insufficient_payloadconsensus · insufficient_payload
0
citations
affunlabeled
The Only Thing I Have to Fear Is Fear Itself
Philip R. Muskin
2021· article· en· Psychodynamic Psychiatry· Health Professions
distilled prediction:candidate · metaepi_narrow+sts+insufficient_payloadconsensus · none
0
citations
venueaboutno affunlabeled
COVID-19: severe resource crisis in hospitals
Diana Duong
2022· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · none
0
citations
affunlabeled
Party lines
Bill Doult
2001· article· en· Nursing Standard· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Harry Potter MD
Eric Cadesky, Sjoerd Borst
2002· article· de· BMJ· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
0
citations
affno abstractunlabeled
Authors' reply
Ted Hunter, Jerrold Lerman, Bruno Bissonnette
2006· article· en· Pediatric Anesthesia· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Authors' reply
Doson Chua, Andrew Ignaszewski
2009· article· en· BMJ· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
0
citations
affno abstractunlabeled
Why we still need a women’s prize for fiction
Katherine Binhammer, Kanika Batra, Theo Gray, Maryse Jayasuriya
2025· article· en· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
aboutno affno abstractunlabeled
CHS reports $180.1 million first quarter earnings for fiscal 2018\n \t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\n
2018· other· en· Health Professions
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+bibliometrics+sts+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaepi_narrow+metaepi_broad+sts+open_science+research_integrity+insufficient_payload
0
citations
aboutno affunlabeled
and policy suggestions
2016· article· en· Health Professions
distilled prediction:candidate · noneconsensus · none
0
citations
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How this was built: Screen · Findings · About