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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.

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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Signal Transduction and Targeted Therapy
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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.

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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.

81 results · 1 filter active ·
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20162025
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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.
81 works in the cohort · of 4,299,418page 1 of 2

Labels cover 0 of 81 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 81 of 81 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
Pyroptosis: mechanisms and diseases
Pian Yu, Xu Zhang, Nian Liu, Ling Tang, Cong Peng, Xiang Chen
2021· review· en· Signal Transduction and Targeted Therapy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
2,308
citations
affunlabeled
Signaling pathways and targeted therapies for psoriasis
Jia Guo, H. Zhang, Wenrui Lin, Lixia Lü, Juan Su, Xiang Chen
2023· review· en· Signal Transduction and Targeted Therapy· Immunology and Microbiology
machine prediction:candidate · noneconsensus · none
360
citations
affunlabeled
The intracellular signalosome of PD-L1 in cancer cells
David Escors, María Gato, Miren Zuazo, Hugo Arasanz, María Jesús García-Granda, Ruth Vera +1 more
2018· review· en· Signal Transduction and Targeted Therapy· Medicine
machine prediction:candidate · noneconsensus · none
290
citations
affunlabeled
The RING finger protein family in health and disease
Chunmei Cai, Yan‐Dong Tang, Jingbo Zhai, Chunfu Zheng
2022· review· en· Signal Transduction and Targeted Therapy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
183
citations
affunlabeled
The gasdermin family: emerging therapeutic targets in diseases
Cheng‐long Zhu, Sheng Xu, Ruoyu Jiang, Yizhi Yu, Jinjun Bian, Zui Zou
2024· review· en· Signal Transduction and Targeted Therapy· Biochemistry, Genetics and Molecular Biology
machine prediction:candidate · noneconsensus · none
94
citations
affunlabeled
Targeted therapy for capillary-venous malformations
Lola Zerbib, Sophia Ladraa, Antoine Fraissenon, Charles Bayard, Marina Firpion, Quitterie Venot +24 more
2024· article· en· Signal Transduction and Targeted Therapy· Medicine
machine prediction:candidate · noneconsensus · none
25
citations

How this was built: Screen · Findings · About