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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20122025
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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.
585 works in the cohort · of 4,299,418page 12 of 12
Labels cover 3 of 585 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 585 of 585 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
María Encarnación Tamayo Rodríguez, Francisco Miguel González Valverde, Manuel Madrigal de Torres, Pedro Pérez Fernández, Eduardo Osuna Carrillo de Albornoz
2014· article· en· Journal of Hospital Administration· Health Professions