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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
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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 31 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. The Gemma side is a direct model label for every work (title-only); the Codex side is a distilled, calibrated classifier. Candidate is the union; consensus is the intersection.

affunlabeled
Toward a Membrane-Centric Biology
Yan Shi, Hefei Ruan
2020· article· en· Frontiers in Immunology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
7
citations
affunlabeled
PI3 kinase enzymology on fluid lipid bilayers
Debjit Dutta, Abigail Pulsipher, Wei Luo, Muhammad N. Yousaf
2014· article· en· The Analyst· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
afffundunlabeled
Martini 3 Coarse-Grained Force Field for cholesterol
Luís Borges-Araújo, Ana C. Borges-Araújo, Tuǧba N. Öztürk, Daniel P. Ramirez-Echemendía, Balázs Fábián, Timothy S. Carpenter +8 more
2023· preprint· en· ChemRxiv· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
afffundno abstractunlabeled
A DSC and FTIR spectroscopic study of the effects of the epimeric coprostan-3-ols and coprostan-3-one on the thermotropic phase behaviour and organization of dipalmitoylphosphatidylcholine bilayer membranes: Comparison with their 5-cholesten analogues
Matthew G.K. Benesch, Ruthven N.A.H. Lewis, David A. Mannock, Ronald N. McElhaney
2015· article· en· Chemistry and Physics of Lipids· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
affno abstractunlabeled
The Role of Membrane Surface Charge in Phagocytosis
Michelle E. Maxson, Sergio Grinstein
2020· review· en· Advances in experimental medicine and biology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
afffundno abstractunlabeled
Helical Crystallization of Two Example Membrane Proteins
John Paul Glaves, Lauren S. Fisher, Andrew B. Ward, Howard S. Young
2010· article· en· Methods in enzymology on CD-ROM/Methods in enzymology· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
6
citations
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