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.
465 works in the cohort · of 4,299,418page 4 of 10
Labels cover 2 of 465 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 465 of 465 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Víctor Manuel Loza-González, Eleazar Samuel Kolosovas‐Machuca, Patricia Aurea Cervantes-Báez, José L. Ramírez-GarcíaLuna, Edgar Guevara, Mario Aurelio Martínez‐Jiménez
2025· article· en· JMIR Formative Research· Medicine
José Eraldo Viana Ferreira, Maria Cibele Ferreira da Silva, Rafaela Pequeno Reis Sousa, Luiz Eduardo Marinho-Vieira, Diego Filipe Bezerra Silva, Jhonatan Thiago Lacerda‐Santos +1 more
2025· article· en· Archives of Dermatological Research· Medicine