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.
Results by year
20012025
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Categories
Machine labels · sparse coverage
Evidence
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Citations
An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
193 works in the cohort · of 4,299,418page 2 of 4
Labels cover 0 of 193 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 193 of 193 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.
Ana Heloysa Barros dos Reis, Carolina Pereira Moreno, Shirlei Carla Oliveira dos Santos, Fernanda Mendonça Malaquias, Clara Bellintani Falcão de Sousa, Viviane Santana Lopes +4 more
2024· article· pt· Periódicos Brasil Pesquisa Científica· Health Professions
Roberto Carlos de Oliveira, Rodrigo Venâncio da Silva, Dilceu Silveira Tolentino Júnior, Ana Valéria Machado Mendonça, Andréa Maria Duarte Vargas, Efigênia Ferreira e Ferreira
2022· article· en· Research Society and Development· Health Professions
