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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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aboutaboutness

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 3 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.

afffundno abstractunlabeled
Driving avoidance by older adults: Is it always self-regulation?
Lisa J. Molnar, David W. Eby, Judith Charlton, Jim Langford, Sjaan Koppel, Shawn Marshall +1 more
2013· article· en· Accident Analysis & Prevention· Health Professions
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
83
citations
aboutno affno abstractunlabeled
Evaluation of photo radar program in British Columbia
Greg Chen, Jean Wilson, Wayne Meckle, Peter Cooper
2000· article· en· Accident Analysis & Prevention· Engineering
distilled prediction:candidate · insufficient_payloadconsensus · none
81
citations
affunlabeled
How effective are Fatigue Risk Management Systems (FRMS)? A review
Madeline Sprajcer, Matthew J. W. Thomas, Charli Sargent, Meagan E. Crowther, Diane B. Boivin, Imelda S. Wong +2 more
2021· review· en· Accident Analysis & Prevention· Psychology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
76
citations
affno abstractunlabeled
Modeling when and where a secondary accident occurs
Junhua Wang, Boya Liu, Ting Fu, Shuo Liu, Joshua Stipancic
2018· article· en· Accident Analysis & Prevention· Engineering
distilled prediction:candidate · noneconsensus · none
73
citations
fundno affno abstractunlabeled
Outcomes one year after a road accident: Results from the ESPARR cohort
Martine Hours, Laëtitia Chossegros, Pierrette Charnay, Hélène Tardy, H.-T. Nhac-Vu, Dominique Boisson +2 more
2012· article· en· Accident Analysis & Prevention· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
71
citations
aboutno affno abstractunlabeled
Can we improve clinical prediction of at-risk older drivers?
Alex R. Bowers, Raffaela Anastasio, Sarah Sheldon, Margaret G. O’Connor, Piers D. L. Howe, Todd S. Horowitz
2013· article· en· Accident Analysis & Prevention· Health Professions
distilled prediction:candidate · insufficient_payloadconsensus · none
71
citations
affno abstractunlabeled
Urban/rural variation in children’s bicycle-related injuries
Alison Macpherson, Teresa To, Patricia C. Parkin, Byron Moldofsky, James G. Wright, Mary L. Chipman +1 more
2003· article· en· Accident Analysis & Prevention· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
68
citations

How this was built: Screen · Findings · About