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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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Disaster Response and Management
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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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venuejournal
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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.

1,873 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.
1,873 works in the cohort · of 4,299,418page 14 of 38

Labels cover 10 of 1,873 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 1,873 of 1,873 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

venueno affno abstractunlabeled
10.1016/s0246-1072(19)30412-2
2000· article· en· Time to knit· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
afffundunlabeled
Two years post-tsunami in Thailand: who still needs assistance?
Wanrudee Isaranuwatchai, Denise N. Guerriere, Gavin J. Andrews, Peter C. Coyte
2013· article· en· International Health· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
venueno affno abstractunlabeled
Katrina
John Protevi
2006· article· en· Symposium· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
5
citations
affunlabeled
Preparing for Euro 2012: Developing a Hazard Risk Assessment
Evan G. Wong, Tarek Razek, Artem Y. Luhovy, Iryna Mogilevkina, Yuriy Prudnikov, F.V. Klimovitskiy +3 more
2015· article· en· Prehospital and Disaster Medicine· Health Professions
distilled prediction:candidate · noneconsensus · none
5
citations
affunlabeled
Military Intensive Care Part 2. Current Practice
Andy Hoffman, JD Henning, Adrian Mellor, PF Mahoney
2007· article· en· Journal of the Royal Army Medical Corps· Health Professions
distilled prediction:candidate · metaresearchconsensus · none
5
citations
affunlabeled
Suicide by Explosion of Natural Gas
Dina El Demellawy, John Fernandes
2007· article· en· American Journal of Forensic Medicine & Pathology· Health Professions
distilled prediction:candidate · noneconsensus · none
5
citations
venueno affunlabeled
Des catastrophes … « naturelles » ?
Yvonne Battiau‐Queney
2014· article· fr· VertigO· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
5
citations
venueno affunlabeled
Tsunami donations help worldwide
Laura Eggertson
2005· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
4
citations
affvenueaboutunlabeled
Ensuring nondiscrimination in pandemic prioritization decisions
Matthew J. Weiss, Franco A. Carnevale, Bram Rochwerg, Simon Oczkowski, Sonny Dhanani
2020· letter· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · research_integrity+insufficient_payloadconsensus · research_integrity+insufficient_payload
4
citations
venueno affunlabeled
The Haiti earthquake: a personal perspective
Dan Deckelbaum
2010· article· en· Canadian Medical Association Journal· Health Professions
distilled prediction:candidate · sts+research_integrity+insufficient_payloadconsensus · insufficient_payload
4
citations

How this was built: Screen · Findings · About