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 79 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

Food Additive

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Biomarker of Effect

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Paramone

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

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Intrinsic Clearance

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Diverticulum

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

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Pseudohermaphrodite

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

2017· dataset· en· IUPAC Standards Online· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Chain of Custody

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Reperfusion

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

Paradigm

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

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Hazelnut Oil

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

2016· dataset· en· IUPAC Standards Online· Nursing

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Standard Material (in Analytical Chemistry)

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Microarray

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Elimination (in Toxicology)

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Activity

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

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Workstation

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 · insufficient_payloadconsensus · none

citations

affunlabeled

Peroxisome

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Atherosclerosis

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Mucous Membrane

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Rf-Only Quadrupole

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

2016· dataset· it· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affgpt · insufficient_payloadgrok · insufficient_payloadopus · insufficient_payloadmodels agree

Palatine Raphe

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Heterogeneous 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

Nipple

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

2017· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Terminology, Relative Photonic Efficiencies and Quantum Yields in Heterogeneous Photocatalysis. Part II: Experimental Determination of Quantum YieldsA draft version of this paper was published previously in part in [J. Photochem. Photobiol. A:Chem., J. Adv. Oxid. Technol.; IAPS Newsletter and EPA Newsletter] to solicit comments and critiques from the scientific and engineering community. Moreover, during the preparation the draft proposal was submitted to a number of distinguished photochemists and photocatalycists to get their views.

Angela Trovato Salinaro, Alexei V. Emeline, Jincai Zhao, Hisao Hidaka, V. K. Ryabchuk, Nick Serpone

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Malignant

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Anaphylactic Shock

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

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Jam Test

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

2016· dataset· en· IUPAC Standards Online· Immunology and Microbiology

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Conduction Band

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· Energy

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Sludde

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

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Chain Reaction

Keith J. Laidler

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Henderson–Hasselbach Equation

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Soap

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

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Cell-Mediated Cytotoxicity

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Adverse Immunostimulation

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

2016· dataset· en· IUPAC Standards Online· Immunology and Microbiology

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Cerebrosides

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

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Community

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

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Convection (as Applied to Air and Water Motion)

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Jet 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

Morbidity Survey

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

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Chronic Toxicity Test

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

2016· dataset· en· IUPAC Standards Online· Veterinary

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Peritoneum

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

2017· dataset· sv· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Pâté (French)

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

2016· dataset· en· IUPAC Standards Online· Nursing

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Bioconcentration Factor (BCF)

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Crude Oil

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

2016· dataset· en· IUPAC Standards Online· Energy

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Nosocomial

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Drying Gas

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

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Pro-Pesticide

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Stillbirth

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

2017· dataset· en· IUPAC Standards Online· Psychology

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Sterilization

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

2017· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Neonate

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

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Digestion (Sample Preparation)

Colin F. Poole, Zoltán Mester, Manuel Miró, Stig Pedersen‐Bjergaard, Janusz Pawliszyn

2017· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

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