Full identifier: https://w3id.org/sciencelive/o/terms/usesAssessmentTechnique
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| Nanopublication | Part | Subject | Predicate | Object | Published By | Published On |
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links a nanopublication to its assertion
http://www.nanopub.org/nschema#hasAssertion
assertion
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usesAssessmentTechnique
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LLM-based full-text screening using PDF analysis. Tool: Python screening pipeline (scanning_papers_main.ipynb with screeningPaper module). Method: Automated PDF retrieval attempted for papers from title/abstract screening; LLM (via Ollama) evaluation of full text against PICO criteria with focus on Population and Intervention matching; Decision output: INCLUDE/EXCLUDE with confidence score and reasoning; Papers passing screening were selected for detailed quote extraction and comment generation. PICO criteria used: https://w3id.org/np/RAvk9pmoZ2IberoDe7zUWV0bVithiy6CnbSG5y06YuKM0. Screeners: 1 (Anne Fouilloux). Screening type: Full-text PDF analysis against structured PICO criteria.
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Anne Fouilloux
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2026-02-17T20:25:54.251Z
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links a nanopublication to its assertion
http://www.nanopub.org/nschema#hasAssertion
assertion
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usesAssessmentTechnique
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AI-assisted systematic screening using active learning. Tool: ASReview LAB v2.2 (https://asreview.nl/). Model: Naive Bayes classifier with TF-IDF feature extraction. Screening type: Title and abstract screening. Screeners: 1. Stopping rule: Consecutive irrelevant threshold - stopped after sustained pattern of irrelevant papers. Estimated recall: >95%.
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Anne Fouilloux
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2025-12-30T09:00:11.919Z
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links a nanopublication to its assertion
http://www.nanopub.org/nschema#hasAssertion
assertion
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usesAssessmentTechnique
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test...
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Tobias Kuhn
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2025-11-24T12:20:23.699Z
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links a nanopublication to its assertion
http://www.nanopub.org/nschema#hasAssertion
assertion
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usesAssessmentTechnique
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used the assessment technique
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Tobias Kuhn
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2025-11-24T11:57:48.896Z
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links a nanopublication to its assertion
http://www.nanopub.org/nschema#hasAssertion
assertion
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usesAssessmentTechnique
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Tobias Kuhn
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2025-11-24T11:57:48.896Z
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