MétaCan
ENFR
Menu
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.

Export CSVExport JSONAPI query

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.

Search term
Author
Year range
→
Sort
Language
Type
Field
Venue
F1000Research
Topic
Retraction
Abstract
Evidence source
Study design
Label agreement
Label status

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
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

965 results · 1 filter active ·
Results by year
20122025
Publication date
Categories
Machine labels · sparse coverage
Evidence
Language
Type
Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
965 works in the cohort · of 4,299,418page 1 of 20

Labels cover 83 of 965 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 965 of 965 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affunlabeled
taxize: taxonomic search and retrieval in R
Scott Chamberlain, Eduard Szöcs
2013· article· en· F1000Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
564
citations
afffundunlabeled
mTOR as a central regulator of lifespan and aging
David Papadopoli, Karine Boulay, Lawrence Kazak, Michaël Pollak, Frédérick A. Mallette, Ivan Topisirović +1 more
2019· preprint· en· F1000Research· Medicine
distilled prediction:candidate · insufficient_payloadconsensus · none
437
citations
affunlabeled
taxize: taxonomic search and retrieval in R
Scott Chamberlain, Eduard Szöcs
2013· preprint· en· F1000Research· Environmental Science
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
270
citations
affunlabeled
RCy3: Network biology using Cytoscape from within R
Julia Gustavsen, Shraddha Pai, Ruth Isserlin, Barry Demchak, Alexander R. Pico
2019· preprint· en· F1000Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
204
citations
affunlabeled
RCy3: Network biology using Cytoscape from within R
Julia Gustavsen, Shraddha Pai, Ruth Isserlin, Barry Demchak, Alexander R. Pico
2019· preprint· en· F1000Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
184
citations
aboutno affunlabeled
Predictors of COVID-19 severity: a systematic review and meta-analysis
Mudatsir Mudatsir, Jonny Karunia Fajar, Laksmi Wulandari, Gatot Soegiarto, Muhammad Ilmawan, Yeni Purnamasari +28 more
2021· review· en· F1000Research· Medicine
distilled prediction:candidate · metaresearch+metaepi_narrow+metaepi_broad+insufficient_payloadconsensus · none
182
citations
affgemma · no categorygpt · no categorymodels split
Recent advances in managing a spinal cord injury secondary to trauma
Christopher S. Ahuja, Allan R. Martin, Michael G. Fehlings
2016· preprint· en· F1000Research· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · insufficient_payload
173
citations
affunlabeled
Psoriatic arthritis
Vanessa Ocampo D, Dafna D. Gladman
2019· preprint· en· F1000Research· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
172
citations
afffundgemma · metaresearch+scholarly_communicationgpt · research_integrity+scholarly_communicationmodels split
What is a predatory journal? A scoping review
Kelly D. Cobey, Manoj M. Lalu, Becky Skidmore, Nadera Ahmadzai, Agnes Grudniewicz, David Moher
2018· review· en· F1000Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
154
citations
afffundgemma · metaresearch+research_integrity+scholarly_communicationgpt · metaresearch+research_integritymodels split
What is a predatory journal? A scoping review
Kelly D. Cobey, Manoj M. Lalu, Becky Skidmore, Nadera Ahmadzai, Agnes Grudniewicz, David Moher
2018· review· en· F1000Research· Decision Sciences
distilled prediction:candidate · metaresearch+metaepi_narrow+bibliometrics+scholarly_communication+open_science+research_integrity+insufficient_payloadconsensus · metaresearch+bibliometrics+insufficient_payload
141
citations
affunlabeled
RCy3: Network biology using Cytoscape from within R
Julia Gustavsen, Shraddha Pai, Ruth Isserlin, Barry Demchak, Alexander R. Pico
2019· preprint· en· F1000Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrowconsensus · none
115
citations
affgemma · no categorygpt · no categorymodels agree
Visualize omics data on networks with Omics Visualizer, a Cytoscape App
Marc Legeay, Nadezhda T. Doncheva, John H. Morris, Lars Juhl Jensen
2020· preprint· en· F1000Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
105
citations
afffundunlabeled
Revisiting inconsistency in large pharmacogenomic studies
Zhaleh Safikhani, Petr Smirnov, Mark Freeman, Nehmé El-Hachem, Adrian She, Anna Goldenberg +7 more
2016· preprint· en· F1000Research· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
101
citations
fundno affunlabeled
What do we know about grant peer review in the health sciences?
Susan Guthrie, Ioana Ghiga, Steven Wooding
2018· preprint· en· F1000Research· Medicine
distilled prediction:candidate · metaresearch+research_integrity+insufficient_payloadconsensus · metaresearch+insufficient_payload
101
citations
afffundunlabeled
Recent advances in understanding neutrophils
Justin Deniset, Paul Kubes
2016· preprint· en· F1000Research· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · insufficient_payload
76
citations
afffundgemma · metaresearchgpt · no categorymodels split
Revisiting inconsistency in large pharmacogenomic studies
Zhaleh Safikhani, Petr Smirnov, Mark Freeman, Nehmé El-Hachem, Adrian She, Anna Goldenberg +7 more
2017· preprint· en· F1000Research· Computer Science
distilled prediction:candidate · metaepi_narrow+open_scienceconsensus · none
76
citations
fundno affunlabeled
Probiotics and prebiotics in clinical tests: an update
Harald Brüssow
2019· preprint· en· F1000Research· Health Professions
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · research_integrity
76
citations
next →

How this was built: Screen · Findings · About