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.
232 works in the cohort · of 4,299,418page 2 of 5
Labels cover 0 of 232 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 232 of 232 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Rafael Saraiva de Andrade Rodrigues, Eduardo Ferreira José Heise, Luis Felipe Hartmann, Guilherme Eduardo Rocha, Márcia Olandoski, Mariane Martins de Araújo Stefani +15 more
2023· article· en· Frontiers in Medicine· Medicine
Edilamar Silva de Alecrin, Ana Laura Grossi de Oliveira, Nathália Sernizon Guimarães, Sandra Lyon, Maria Auxiliadora Parreiras Martins, Manoel Otávio da Costa Rocha
2022· review· en· Revista do Instituto de Medicina Tropical de São Paulo· Medicine
