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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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Biomedical Text Mining and Ontologies
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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.

1,581 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.
1,581 works in the cohort · of 4,299,418page 11 of 32

Labels cover 8 of 1,581 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 1,581 of 1,581 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Modeling Life Science Knowledge with OWL 1.1.
Michel Dumontier, Natalia Villanueva‐Rosales
2008· article· en· Research Publications (Maastricht University)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
8
citations
affgemma · no categorygpt · no categorymodels agree
PubRunner: A light-weight framework for updating text mining results
Kishore R. Anekalla, Jean-Paul Courneya, Nicolas Fiorini, Jake Lever, Michael Muchow, Ben Busby
2017· preprint· en· F1000Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaresearch+metaepi_narrow+research_integrityconsensus · none
7
citations
fundno affunlabeled
Kosmos: An AI Scientist for Autonomous Discovery
Ludovico Mitchener, Angela Yiu, Benjamin Chang, Mathieu Bourdenx, Tyler Nadolski, Arvis Sulovari +25 more
2025· preprint· ArXiv.org· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
7
citations
affunlabeled
A Machine Learning Approach for Phenotype Name Recognition
Maryam Khordad, Robert E. Mercer, Peter K. Rogan
2012· article· en· Scholarship@Western (Western University)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
7
citations
affaboutunlabeled
OCRx: Canadian Drug Ontology
Jean Noël Nikiema, Man Qing Liang, Philippe C Després, Aude Motulsky
2021· book-chapter· en· Studies in health technology and informatics· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
7
citations
venueno affunlabeled
The Future Is Computational Comparative Cognition
Konstantinos Voudouris, Lucy G. Cheke, Marta Halina
2024· article· en· Comparative Cognition & Behavior Reviews· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
MLTrends: Graphing MEDLINE term usage over time
Gareth Palidwor, Miguel A. Andrade‐Navarro
2010· article· en· Journal of Biomedical Discovery and Collaboration· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
Filtering for medical news items
Carolyn Watters, Wanhong Zheng, Evangelos Milios
2002· article· en· Proceedings of the American Society for Information Science and Technology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
6
citations
aboutno affunlabeled
Health and medical informatics research: Identifying international collaboration patterns at the country and institution level
Elsa Carmen Oscuvilca Tapia, Jhonny Javier Albitres Infantes, Pablo Cesar Cadenas Calderón, Gladys Magdalena Aguinaga-Mendoza, Hemerson Rostay Paredes Jiménez, Elia Clorinda Andrade Girón
2024· article· en· Iberoamerican Journal of Science Measurement and Communication· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
6
citations
affunlabeled
FIDEO: Food Interactions with Drugs Evidence Ontology
Georgeta Bordea, Jean Noël Nikiema, Romain Griffier, Thierry Hamon, Fleur Mougin
2020· preprint· en· HAL (Le Centre pour la Communication Scientifique Directe)· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
6
citations

How this was built: Screen · Findings · About