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.
362 works in the cohort · of 4,299,418page 4 of 8
Labels cover 1 of 362 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 362 of 362 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Giordano Pérez‐Gaxiola, Pamela Velásquez-Salazar, Areti Angeliki Veroniki, Sara Zambrano-Rico, Melissa Hernández-Alcaraz, Carlos A. Cuello‐García +1 more
2022· article· en· Cochrane Database of Systematic Reviews· Medicine
Gustavo Ponce‐García, Olga Karina Villanueva‐Segura, Karina Garza-Elizondo, Heriberto M. Villegas-Ramirez, Ildefonso Fernández‐Salas, Iram P. Rodríguez‐Sánchez +2 more
2022· article· en· Korean Journal of Parasitology· Medicine
