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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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Accident Analysis & Prevention
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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
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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.

592 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.
592 works in the cohort · of 4,299,418page 9 of 12

Labels cover 1 of 592 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 592 of 592 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Are rural older drivers subject to low-mileage bias?
Trevor Hanson, Eric Hildebrand
2011· article· en· Accident Analysis & Prevention· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
20
citations
afffundaboutno abstractunlabeled
Road safety impact of Ontario street racing and stunt driving law
Aizhan Meirambayeva, Evelyn Vingilis, A. Ian McLeod, Yoassry Elzohairy, Jinkun Xiao, Guangyong Zou +1 more
2014· article· en· Accident Analysis & Prevention· Agricultural and Biological Sciences
distilled prediction:candidate · noneconsensus · none
20
citations
afffundno abstractunlabeled
Stability of physical assessment of older drivers over 1 year
Andrew Smith, Shawn Marshall, Michelle M. Porter, Linda Ha, Michel Bédard, Isabelle Gélinas +5 more
2013· article· en· Accident Analysis & Prevention· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
18
citations
afffundno abstractunlabeled
It is premature to test older drivers with the SIMARD-MD
Michel Bédard, Shawn Marshall, Malcolm Man‐Son‐Hing, Bruce Weaver, Nicol Korner‐Bitensky, Barbara Mazer +5 more
2013· article· en· Accident Analysis & Prevention· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
17
citations
affno abstractunlabeled
Roadway crash risks in recent immigrants
Donald A. Redelmeier, David A. Katz, Hong Lu, Gustavo Saposnik
2011· article· en· Accident Analysis & Prevention· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
17
citations
afffundno abstractunlabeled
Monitoring city wide patterns of cycling safety
Darren Boss, Trisalyn Nelson, Meghan Winters
2017· article· en· Accident Analysis & Prevention· Social Sciences
distilled prediction:candidate · noneconsensus · none
16
citations

How this was built: Screen · Findings · About