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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20152025
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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.
638 works in the cohort · of 4,299,418page 6 of 13
Labels cover 3 of 638 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 638 of 638 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Anderson Donelli da Silveira, Fernando Luís Scolari, Marina Petersen Saadi, Darshan H. Brahmbhatt, Maurício Milani, Juliana Goulart Prata Oliveira Milani +8 more
2024· article· en· Frontiers in Medicine· Medicine
Miguel Bardají-Carrillo, Marta Martín-Fernández, Rocío López-Herrero, Juan Manuel Priede-Vimbela, María Heredia‐Rodríguez, Esther Gómez‐Sánchez +6 more
2024· article· en· Frontiers in Medicine· Medicine