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 64 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

Anabolism

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

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Total Ion Chromatogram

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

System

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

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Stratified Sample

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Cytotoxic T Lymphocyte (CTL) Assay

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

Bullous Skin Disease, Autoimmune

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Bologna

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

2016· dataset· en· IUPAC Standards Online· Nursing

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Thoracic Duct

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Bile

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

Hypocapnia

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

2016· dataset· pl· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Mast Cell Stabilizer

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

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Reflectron

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 · insufficient_payloadconsensus · none

citations

affunlabeled

Mitosis

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

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Papanicolaou Smear

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Reference Sample Group

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Heteroantigen

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

Postpartum

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

2017· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Exciton Absorption

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· Biochemistry, Genetics and Molecular Biology

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Biostatic

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Wernicke’S Area

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

2016· dataset· ru· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Radiation Desorption

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

Spongioblast

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

2017· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Exfoliation

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

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Hyperflexion

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

2017· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Platelet-Activating Factor (PAF)

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

Toxicovigilance

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

2016· dataset· en· IUPAC Standards Online· Veterinary

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Theoretical Maximum Daily Intake (TMDI)

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

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

2016· dataset· ro· IUPAC Standards Online

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

General Adaptation Syndrome (GAS)

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

Class B Metal Ion

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Attenuation (in Genetics)

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Ultrasound

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Photocarrier

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· Engineering

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Bare Lymphocyte Syndrome (BLS)

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

Ambient Monitoring

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Tetanus

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

Pre-Eclampsia

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Α 1 -Sitosterol

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

2016· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Epigenetic (in Geology)

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

2016· dataset· en· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Organogenesis

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Composite Reactions

Keith J. Laidler

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Pericardium

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

2017· dataset· en· IUPAC Standards Online· Medicine

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Surface Layer

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

2016· dataset· ru· IUPAC Standards Online· Chemistry

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Oocyte, Primary

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Diversity

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

2016· dataset· en· IUPAC Standards Online

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Idiosyncrasy

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

2016· dataset· en· IUPAC Standards Online· Arts and Humanities

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

No-Observed-Effect Concentration/Level (NOEC/NOEL)

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

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

machine prediction:candidate · noneconsensus · none

citations

affunlabeled

Nasal

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

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

machine prediction:candidate · insufficient_payloadconsensus · none

citations

affunlabeled

Langmuir–Hinshelwood (LH) Kinetic Model

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

Pre-Plant Incorporated Treatment (PPI)

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

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