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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.

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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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Disease Models & Mechanisms
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Retraction
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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.

affaffiliation
fundfunder
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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.

223 results · 1 filter active ·
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20082025
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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.
223 works in the cohort · of 4,299,418page 4 of 5

Labels cover 1 of 223 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 223 of 223 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

fundno affunlabeled
Targeting firing rate neuronal homeostasis can prevent seizures
Fred Mulroe, Wei‐Hsiang Lin, Connie Mackenzie‐Gray Scott, Najat Aourz, Yuen Ngan Fan, Graham Coutts +7 more
2022· article· en· Disease Models & Mechanisms· Neuroscience
distilled prediction:candidate · metaepi_narrow+stsconsensus · none
8
citations
affunlabeled
Translating multiscale research in rare disease
Kirsty M. Hooper, Monica J. Justice, Monkol Lek, Karen Liu, Katherine A. Rauen
2024· editorial· en· Disease Models & Mechanisms· Medicine
distilled prediction:candidate · metaepi_narrow+research_integrityconsensus · none
1
citations
afffundaboutunlabeled
Global partnerships in rare disease research
Sanja Rogić, Guillaume Poirier‐Morency, Philip Hieter, Paul Pavlidis
2025· article· en· Disease Models & Mechanisms· Biochemistry, Genetics and Molecular Biology
distilled prediction:candidate · noneconsensus · none
1
citations
affunlabeled
DMM Prize 2018 winner: Wenqing Zhou
Monica J. Justice
2019· editorial· en· Disease Models & Mechanisms· Immunology and Microbiology
distilled prediction:candidate · metaepi_narrow+research_integrity+insufficient_payloadconsensus · metaepi_narrow+insufficient_payload
1
citations
fundno affgemma · metaresearchgpt · metaresearchmodels agree
Valuing peer review at Disease Models & Mechanisms
E. Elizabeth Patton
2024· article· en· Disease Models & Mechanisms· Decision Sciences
distilled prediction:candidate · metaepi_narrow+scholarly_communication+insufficient_payloadconsensus · insufficient_payload
1
citations
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How this was built: Screen · Findings · About