PubMed:23611123 / 589-964 JSONTXT

{"project":"Allie","denotations":[{"id":"SS1_23611123_2_0","span":{"begin":8,"end":45},"obj":"expanded"},{"id":"SS2_23611123_2_0","span":{"begin":47,"end":50},"obj":"abbr"},{"id":"SS1_23611123_2_1","span":{"begin":212,"end":255},"obj":"expanded"},{"id":"SS2_23611123_2_1","span":{"begin":257,"end":263},"obj":"abbr"},{"id":"SS1_23611123_2_2","span":{"begin":282,"end":310},"obj":"expanded"},{"id":"SS2_23611123_2_2","span":{"begin":312,"end":316},"obj":"abbr"}],"relations":[{"id":"AE1_23611123_2_0","pred":"abbreviatedTo","subj":"SS1_23611123_2_0","obj":"SS2_23611123_2_0"},{"id":"AE1_23611123_2_1","pred":"abbreviatedTo","subj":"SS1_23611123_2_1","obj":"SS2_23611123_2_1"},{"id":"AE1_23611123_2_2","pred":"abbreviatedTo","subj":"SS1_23611123_2_2","obj":"SS2_23611123_2_2"}],"text":"Several variable importance to the projection (VIP)- and b-coefficient-based variable selection methods were tested, both individually and through their intersection, and the resulting data sets were analyzed by partial least-squares discriminant analysis (PLS-DA) and submitted to Monte Carlo cross validation (MCCV) and permutation tests to evaluate model predictive power."}

{"project":"sentences","denotations":[{"id":"TextSentencer_T3","span":{"begin":0,"end":375},"obj":"Sentence"},{"id":"T3","span":{"begin":0,"end":375},"obj":"Sentence"}],"namespaces":[{"prefix":"_base","uri":"http://pubannotation.org/ontology/tao.owl#"}],"text":"Several variable importance to the projection (VIP)- and b-coefficient-based variable selection methods were tested, both individually and through their intersection, and the resulting data sets were analyzed by partial least-squares discriminant analysis (PLS-DA) and submitted to Monte Carlo cross validation (MCCV) and permutation tests to evaluate model predictive power."}