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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20002025
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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.
432 works in the cohort · of 4,299,418page 5 of 9
Labels cover 1 of 432 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 432 of 432 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
José Cândido Caldeira Xavier‐Júnior, Deolino João Camilo‐Júnior, André Luiz Carneiro Dias, Pedro Paulo Marques Ferreira, Antonio Roberto Abdalla Filho, Thomas Brenn
2022· article· en· American Journal of Dermatopathology· Medicine
Rafael Bandeira Lages, Theodoro Ribeiro Goncalves Neto, Ravena Fontenele Belchior Cabral, Raissa Fontenele Belchior Cabral, Ronald da Costa Araújo, Sabas Carlos Vieira
2011· article· en· Journal of Medical Cases· Medicine