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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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Gene expression and cancer classification
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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.

1,836 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.
1,836 works in the cohort · of 4,299,418page 10 of 37

Labels cover 4 of 1,836 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 1,836 of 1,836 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Potential Bias in GO::TermFinder
Robert M Flight, Peter D. Wentzell
2008· article· en· Briefings in Bioinformatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
12
citations
affaboutunlabeled
Automated analysis of gene-microarray images
Christopher Bowman, Richard Baumgartner, Stephanie A. Booth
2003· article· en· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
11
citations
venueno affunlabeled
Microarray expression profiling of human dental pulp from single subject
Stefano Tetè, Filiberto Mastrangelo, Anna Paola Scioletti, Michelangelo Tranasi, Florina Raicu, Michele Paolantonio +6 more
2008· article· en· Clinical and investigative medicine· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · stsconsensus · none
11
citations
affunlabeled
BENIN: Biologically enhanced network inference
Stephanie Kamgnia Wonkap, Gregory Butler
2020· article· en· Journal of Bioinformatics and Computational Biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations
afffundno abstractunlabeled
eSGA: E. coli Synthetic Genetic Array analysis
Gareth Butland, Mohan Babu, Jack Greenblatt, Andrew Emili
2008· article· en· Protocol Exchange· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
DNA Microarray Stochastic Model
S.W. Davies, Darryl A. Seale
2005· article· en· IEEE Transactions on NanoBioscience· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Vector edge operators for cDNA microarray spot localization
Rastislav Lukàč, Konstantinos N. Plataniotis
2007· article· en· Computerized Medical Imaging and Graphics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Boosting for Correlated Binary Classification
Adeniyi J. Adewale, Irina Dinu, Yutaka Yasui
2010· article· en· Journal of Computational and Graphical Statistics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations
affno abstractunlabeled
Microarray Data Analysis for Transcriptome Profiling
Ming‐an Sun, Xiaojian Shao, Yejun Wang
2018· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
10
citations

How this was built: Screen · Findings · About