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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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.
41 works in the cohort · of 4,299,418page 1 of 1
Labels cover 0 of 41 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 41 of 41 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Laísa Fischer Wachholz, Caroline Cechinel‐Peiter, Maria Fernanda Baeta Neves Alonso da Costa, Aline Marques Acosta, Alacoque Lorenzini Erdmann, José Luís Guedes dos Santos +2 more
2024· article· en· Journal of Integrated Care· Health Professions
Gabriela Marcellino de Melo Lanzoni, Caroline Cechinel‐Peiter, Laísa Fischer Wachholz, Chantal Backman, Maria Fernanda Baeta Neves Alonso da Costa, José Luís Guedes dos Santos +1 more
2024· review· en· Journal of Integrated Care· Health Professions
