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usesScreeningMethodology

Full identifier: https://w3id.org/sciencelive/o/terms/usesScreeningMethodology

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Declaring a PRISMA search execution dataset - by Tobias Kuhn, 2025-11-21

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References

Nanopublication	Part	Subject	Predicate	Object	Published By	Published On
https://w3id.org/np/RAhFlAUVte... RAhFlAUVte	links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion	https://w3id.org/np/RAhFlAUVte.../searchExecutionDataset searchExecutionDataset	usesScreeningMethodology	AI-assisted systematic screening using ASReview LAB v2.2. Model: Naive Bayes classifier with TF-IDF feature extraction. Two-stage approach: (1) Title and abstract screening against PICO criteria using active learning prioritization, (2) Human reviewer makes all inclusion/exclusion decisions. Stopping rule: Consecutive irrelevant threshold - stopped after sustained pattern of irrelevant papers. Estimated recall: >95%.	(unknown)	2025-12-29T19:05:22.046Z
https://w3id.org/np/RAQHUpOX37... RAQHUpOX37	links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion	https://w3id.org/np/RAQHUpOX37.../searchExecutionDataset searchExecutionDataset	usesScreeningMethodology	testing...	Tobias Kuhn	2025-11-21T14:20:44.144Z
https://w3id.org/np/RAV_H3udaS... RAV_H3udaS	links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion	usesScreeningMethodology	http://www.w3.org/2000/01/rdf-schema#label label	used the screening methodology	Tobias Kuhn	2025-11-21T08:32:46.512Z
https://w3id.org/np/RAV_H3udaS... RAV_H3udaS	links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion	https://w3id.org/np/RAV_H3udaS.../st09 st09	http://www.w3.org/1999/02/22-rdf-syntax-ns#predicate predicate	usesScreeningMethodology	Tobias Kuhn	2025-11-21T08:32:46.512Z