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.
1,230 works in the cohort · of 4,299,418page 14 of 25
Labels cover 3 of 1,230 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 1,230 of 1,230 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Jussara Melo de Cerqueira Maia, Hélcio de Sousa Maranhão, Lauro Virgílio de Sena, Luiz Reginaldo Menezes da Rocha, Italo Azevedo de Medeiros, Ana Maria de Oliveira Ramos
2010· article· en· European Journal of Gastroenterology & Hepatology· Medicine