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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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Methods in molecular biology
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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.

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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.

3,129 results · 1 filter active ·
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20022025
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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.
3,129 works in the cohort · of 4,299,418page 1 of 63

Labels cover 13 of 3,129 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 3,129 of 3,129 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Siamese Neural Networks: An Overview
Davide Chicco
2020· review· en· Methods in molecular biology· Computer Science
distilled prediction:candidate · metaepi_narrowconsensus · none
670
citations
affno abstractunlabeled
16S rRNA Gene Analysis with QIIME2
Michael Hall, Robert G. Beiko
2018· article· en· Methods in molecular biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
629
citations
afffundno abstractunlabeled
ErbB Receptors and Cancer
Zhixiang Wang
2017· review· en· Methods in molecular biology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
431
citations
affunlabeled
Assembling DNA Barcodes
Jeremy R deWaard, Natalya Ivanova, Mehrdad Hajibabaei, Paul D. N. Hebert
2008· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
389
citations
affunlabeled
Phage Classification and Characterization
Hans-W. Ackermann
2009· article· en· Methods in molecular biology· Environmental Science
distilled prediction:candidate · noneconsensus · none
339
citations
affno abstractunlabeled
Enzyme-Linked Immunosorbent Assay (ELISA)
Mahdis Sadat Tabatabaei, Marya Ahmed
2022· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
291
citations
afffundno abstractunlabeled
Antimicrobial Peptides: An Introduction
Evan F. Haney, Sarah Mansour, Robert E. W. Hancock
2016· review· en· Methods in molecular biology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
287
citations
affunlabeled
Bacteriophages
Martha R. J. Clokie, Andrew M. Kropinski
2009· book· en· Methods in molecular biology· Environmental Science
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
267
citations
affno abstractunlabeled
Practical Advice on the One-Step Growth Curve
Andrew M. Kropinski
2017· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
245
citations
affunlabeled
Basic Phage Electron Microscopy
Hans-W. Ackermann
2009· article· en· Methods in molecular biology· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · none
211
citations
afffundunlabeled
The Proprotein Convertases, 20 Years Later
Nabil G. Seidah
2011· review· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
167
citations
afffundunlabeled
Force Fields for Classical Molecular Dynamics
Luca Monticelli, D. Peter Tieleman
2012· review· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
167
citations
affno abstractunlabeled
Introduction to the Immune System
Scott McComb, Aude Thiriot, Bassel Akache, Lakshmi Krishnan, Felicity C. Stark
2019· article· en· Methods in molecular biology· Medicine
distilled prediction:candidate · noneconsensus · none
167
citations
affunlabeled
DNA Barcodes for Insects
John‐James Wilson
2012· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
162
citations
affunlabeled
DNA Barcoding Methods for Land Plants
Aron J. Fazekas, Maria Kuzmina, Steven G. Newmaster, Peter M. Hollingsworth
2012· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
161
citations
afffundunlabeled
MRI Phenotyping of Genetically Altered Mice
Jason P. Lerch, John G. Sled, R. Mark Henkelman
2010· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
149
citations
affno abstractunlabeled
Fixed- and Random-Effects Models
Steve Kanters
2021· review· en· Methods in molecular biology· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broadconsensus · metaresearch
142
citations
affno abstractunlabeled
Description of Ovariectomy Protocol in Mice
Vanessa Rodrigues de Souza, Eduardo Mendes, Mateus B. Casaro, Ana Tada Fonseca Brasil Antiorio, Fernando A. Oliveira, Caroline M. Ferreira
2018· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
137
citations
afffundunlabeled
RNA–Protein Interactions: An Overview
Angela Re, Tejal Joshi, Eleonora Kulberkytė, Quaid Morris, Christopher T. Workman
2013· review· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
132
citations
fundno affunlabeled
Omics Technologies, Data and Bioinformatics Principles
Maria Victoria Schneider, Sandra Orchard
2011· review· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
130
citations
affno abstractunlabeled
Stereolithography 3D Bioprinting
Hitendra Kumar, Keekyoung Kim
2020· article· en· Methods in molecular biology· Engineering
distilled prediction:candidate · noneconsensus · none
120
citations
affunlabeled
The Development of Germline Stem Cells in Drosophila
David A. Dansereau, Paul Lasko
2008· review· en· Methods in molecular biology· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
120
citations
affunlabeled
Expressed Sequence Tags: An Overview
John Parkinson, Mark Blaxter
2009· review· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
115
citations
affunlabeled
Mammographic Density: A Heritable Risk Factor for Breast Cancer
Norman F. Boyd, Lisa J. Martin, Johanna M. Rommens, Andrew D. Paterson, Salomon Minkin, Martin J. Yaffe +2 more
2008· review· en· Methods in molecular biology· Medicine
distilled prediction:candidate · metaepi_narrowconsensus · none
114
citations
affno abstractunlabeled
MicroRNA Regulatory Network Analysis Using miRNet 2.0
Le Chang, Jianguo Xia
2022· article· en· Methods in molecular biology· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
114
citations

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