Cohort builder

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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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.

5,161 results · 1 filter active ·

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20162024

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Machine labels · sparse coverage

Evidence

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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.

5,161 works in the cohort · of 4,299,418page 76 of 104

Labels cover 15 of 5,161 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 5,161 of 5,161 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

Voltage-Dependent Sodium Channel Blocker

Gerald R. Stephenson, Ian G. Ferris, Patrick T. Holland, Monica Nordberg

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Tolerance

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

G-Protein-Coupled Receptor (GPCR)

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Slip Point

J. Beare-Rogers, A. Dieffenbacher, J. V. Holm

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Hill Plot

Monica Nordberg, John H. Duffus, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Mixture

Heinz Gamsjäger, John W. Lorimer, Pirketta Scharlin, David G. Shaw

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Spermatid

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Anoxia

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Frontonasal Dysplasia (FND)

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Numerical Response

Monica Nordberg, Douglas M. Templeton, Ole Andersen, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Opioid

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affgemma · no categorygpt · no categorymodels agree

Luminescence Assay

John Proudfoot, Olivier Nosjean, Jan Blanchard, John Wang, Dominique Besson, Denis Crankshaw +7 more

2016· dataset· en· IUPAC Standards Online· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Biological Monitoring (Biomonitoring)

Monica Nordberg, John H. Duffus, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Veterinary

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Clarke–Glew–Weiss Equation

Heinz Gamsjäger, John W. Lorimer, Pirketta Scharlin, David G. Shaw

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Counter-Screen

John Proudfoot, Olivier Nosjean, Jan Blanchard, John Wang, Dominique Besson, Denis Crankshaw +7 more

2016· dataset· en· IUPAC Standards Online· Computer Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Example of Data Evaluation - Dithiocarbamates on Apples

D. J. Hamilton, P. T. Holland, B. Ohlin, W. J. Murray, A. Ambrus, G. C. De Baptista +1 more

2016· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Medulla

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Retrospective Study

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Homeostasis

Monica Nordberg, Douglas M. Templeton, Ole Andersen, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Momentum Separator

Kermit K. Murray, Robert K. Boyd, Marcos N. Eberlin, G. John Langley, Liang Li, Yasuhide Naito

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Granulocytopenia

Douglas M. Templeton, Michael Schwenk, Reinhild Klein, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Atrophy

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

OS and dn Configuration

Pavel Karen, Patrick McArdle, Josef Takats

2017· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Proportional Mortality Rate (Ratio)

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Good Laboratory Practice (GLP) Principles

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Epinasty

Gerald R. Stephenson, Ian G. Ferris, Patrick T. Holland, Monica Nordberg

2016· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Pleura

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Threshold Limit Value–Short-Term Exposure Limit (TLV–STEL)

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Thin Grating

Masahide Terazima, Noboru Hirota, Silvia E. Braslavsky, Andreas Mandelis, Stephen E. Bialkowski, Gerald J. Diebold +4 more

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Tympanic

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Iteroparous Species

Monica Nordberg, Douglas M. Templeton, Ole Andersen, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Environmental Science

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Oligodendrocyte

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Veterinary

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Larynx

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Neurofibroma

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Insecticide

Gerald R. Stephenson, Ian G. Ferris, Patrick T. Holland, Monica Nordberg

2016· dataset· en· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Lumbar Spine

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Wheat Germ Oil

J. Beare-Rogers, A. Dieffenbacher, J. V. Holm

2016· dataset· en· IUPAC Standards Online· Nursing

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Sensitiser

Silvia E. Braslavsky, André M. Braun, Alberto E. Cassano, Alexei V. Emeline, Marta I. Litter, Leonardo Palmisano +2 more

2016· dataset· en· IUPAC Standards Online· Chemical Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Desorption

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Receiving Water

Monica Nordberg, Douglas M. Templeton, Ole Andersen, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Anamnestic

Douglas M. Templeton, Michael Schwenk, Reinhild Klein, John H. Duffus

2016· dataset· sv· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Extrapolation

Monica Nordberg, Douglas M. Templeton, Ole Andersen, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Pro-Oxidant

J. Beare-Rogers, A. Dieffenbacher, J. V. Holm

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Free Electrons

Silvia E. Braslavsky, André M. Braun, Alberto E. Cassano, Alexei V. Emeline, Marta I. Litter, Leonardo Palmisano +2 more

2016· dataset· en· IUPAC Standards Online· Physics and Astronomy

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Antineuralgic

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Pharmacology, Toxicology and Pharmaceutics

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Citrostadienol (also Known as Α1-Sitosterol)

J. Beare-Rogers, A. Dieffenbacher, J. V. Holm

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Glial Cell

Douglas M. Templeton, Michael Schwenk, John H. Duffus

2016· dataset· en· IUPAC Standards Online· Veterinary

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Genetic Epidemiology

John H. Duffus, Monica Nordberg, Douglas M. Templeton

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Chemotaxis Assay

John Proudfoot, Olivier Nosjean, Jan Blanchard, John Wang, Dominique Besson, Denis Crankshaw +7 more

2016· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Retinoschisis, Congenital

John H. Duffus, Michael Schwenk, Douglas M. Templeton

2017· dataset· it· IUPAC Standards Online· Agricultural and Biological Sciences

machine prediction:candidate · noneconsensus · none

citations

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