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.
272 works in the cohort · of 4,299,418page 5 of 6
Labels cover 1 of 272 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 272 of 272 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Maria Beatriz Vieira de Brito, Kelly Picard, Márcia Regina Simas Torres Klein, Conrado Lysandro Rodrigues Gomes, Rachel Bregman, Maria Inês Barreto Silva
2025· article· en· Clinical Nutrition ESPEN· Medicine
Montserrat Montes-Ibarra, Flávio Tavares Vieira, María Cristina Gonzalez, Alan Garcia-Grimaldo, Ivan Armando Osuna-Padilla, Andreia Bauermann-Vieira +4 more
2025· article· en· Clinical Nutrition ESPEN· Medicine
