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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.

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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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Lipid Membrane Structure and Behavior
Retraction
Abstract
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Study design
Label agreement
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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.

2,200 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.
2,200 works in the cohort · of 4,299,418page 14 of 44

Labels cover 3 of 2,200 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 2,200 of 2,200 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
Designing lipid nanoparticles using a transformer-based neural network
Alvin Chan, Ameya R. Kirtane, Qing Rui Qu, Xisha Huang, Jonathan Woo, Deepak A. Subramanian +17 more
2025· article· en· Nature Nanotechnology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · research_integrityconsensus · none
41
citations
affno abstractunlabeled
The Mechanism of Collapse of Heterogeneous Lipid Monolayers
Svetlana Baoukina, Dmitri Rozmanov, Eduardo Mendez-Villuendas, D. Peter Tieleman
2014· article· en· Biophysical Journal· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
40
citations
afffundunlabeled
Trimethylation Enhancement Using <sup>13</sup>C-Diazomethane (<sup>13</sup>C-TrEnDi): Increased Sensitivity and Selectivity of Phosphatidylethanolamine, Phosphatidylcholine, and Phosphatidylserine Lipids Derived from Complex Biological Samples
Carlos R. Canez, Samuel W. J. Shields, Magdalena Bugno, Karl V. Wasslen, Hillary P. Weinert, William G. Willmore +2 more
2016· article· en· Analytical Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
40
citations
afffundno abstractunlabeled
Organization, structure and activity of proteins in monolayers
Julie Boucher, E. Trudel, Mario Méthot, Philippe Desmeules, Christian Salesse
2007· review· en· Colloids and Surfaces B Biointerfaces· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
39
citations
affunlabeled
RaftProt: mammalian lipid raft proteome database
Anup D. Shah, David Chen, Akash R. Boda, Leonard J. Foster, Melissa J. Davis, Michelle M. Hill
2014· article· en· Nucleic Acids Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
39
citations
afffundno abstractunlabeled
On the impedance of a lipid-modified Hg|electrolyte interface
John Odiko Agak, Robin Stoodley, U. Retter, Dan Bizzotto
2003· article· en· Journal of Electroanalytical Chemistry· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
39
citations
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