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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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Advances in bioinformatics and biomedical engineering book series
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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.

22 results · 1 filter active ·
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20102016
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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.
22 works in the cohort · of 4,299,418page 1 of 1

Labels cover 0 of 22 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 22 of 22 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Unleashing Artificial Intelligence onto Big Data: A Review
Rupa Mahanty, Prabhat Mahanti
2016· review· en· Advances in bioinformatics and biomedical engineering book series· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
Bioinformatics
Jorge Niosi
2016· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
3
citations
affunlabeled
A Romance of the Three Kingdoms
Petr Hanel, Jie He, Jingyan Fu, Susan Reid, Jorge Niosi
2016· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Is China Catching Up?
Petr Hanel
2016· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Medicine
distilled prediction:candidate · research_integrityconsensus · none
2
citations
affunlabeled
The Role of Big Data in Radiation Oncology
Issam El Naqa
2015· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Medicine
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
The Benefits of Big Data Analytics in the Healthcare Sector
Andrea Darrel, Margee Hume, Timothy Hardie, Jeffrey Soar
2015· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Health Professions
distilled prediction:candidate · noneconsensus · none
2
citations
affunlabeled
Advanced Fuzzy Methods for Mammography Image Analysis
Farhang Sahba, A. Venetsanopoulos, Gerald Schaefer
2012· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
1
citations
affaboutunlabeled
What Influences the Growth of Canadian Biotechnology Firms?
Catherine Beaudry, Joël Levasseur
2016· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Economics, Econometrics and Finance
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Towards Cognitive Machines
Witold Kinsner
2010· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
0
citations
affunlabeled
Regional Innovation Pattern
Jingyuan Zhao
2016· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
0
citations
affunlabeled
Modelling and Simulation in Biomedical Research
D.A. Steinman, David A. Steinman
2010· book-chapter· en· Advances in bioinformatics and biomedical engineering book series· Medicine
distilled prediction:candidate · noneconsensus · none
0
citations

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